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2020 – today
- 2024
- [j31]Hangbo Bao, Li Dong, Wenhui Wang, Nan Yang, Songhao Piao
, Furu Wei:
Fine-tuning pretrained transformer encoders for sequence-to-sequence learning. Int. J. Mach. Learn. Cybern. 15(5): 1711-1728 (2024) - [j30]Hongyu Wang
DeepNet: Scaling Transformers to 1,000 Layers. IEEE Trans. Pattern Anal. Mach. Intell. 46(10): 6761-6774 (2024) - [j29]Ziqiang Zhang
SpeechLM: Enhanced Speech Pre-Training With Unpaired Textual Data. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2177-2187 (2024) - [j28]Tianrui Wang
VioLA: Conditional Language Models for Speech Recognition, Synthesis, and Translation. IEEE ACM Trans. Audio Speech Lang. Process. 32: 3709-3716 (2024) - [j27]Wei Huang
Generic-to-Specific Distillation of Masked Autoencoders. IEEE Trans. Circuits Syst. Video Technol. 34(9): 8779-8793 (2024) - [j26]Qiushi Zhu
VatLM: Visual-Audio-Text Pre-Training With Unified Masked Prediction for Speech Representation Learning. IEEE Trans. Multim. 26: 1055-1064 (2024) - [c255]Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li:
Learning to Rank in Generative Retrieval. AAAI 2024: 8716-8723 - [c254]Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang
Text Diffusion with Reinforced Conditioning. AAAI 2024: 14069-14077 - [c253]Liang Zhang, Qin Jin, Haoyang Huang, Dongdong Zhang, Furu Wei:
Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models. ACL (1) 2024: 4177-4192 - [c252]Haoyu Liu, Jianfeng Liu, Shaohan Huang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Furu Wei, Qi Zhang:
Se²: Sequential Example Selection for In-Context Learning. ACL (Findings) 2024: 5262-5284 - [c251]Tianyi Tang, Wenyang Luo, Haoyang Huang, Dongdong Zhang, Xiaolei Wang, Xin Zhao, Furu Wei, Ji-Rong Wen:
Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models. ACL (1) 2024: 5701-5715 - [c250]Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang:
HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition. ACL (1) 2024: 7641-7660 - [c249]Shuhua Shi, Shaohan Huang, Minghui Song, Zhoujun Li, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang:
ResLoRA: Identity Residual Mapping in Low-Rank Adaption. ACL (Findings) 2024: 8870-8884 - [c248]Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei:
Improving Text Embeddings with Large Language Models. ACL (1) 2024: 11897-11916 - [c247]Xin Cheng, Xun Wang, Tao Ge, Si-Qing Chen, Furu Wei, Dongyan Zhao, Rui Yan:
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines. ACL (Findings) 2024: 15903-15918 - [c246]Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang
Calibrating LLM-Based Evaluator. LREC/COLING 2024: 2638-2656 - [c245]Zonglin Yang, Li Dong, Xinya Du, Hao Cheng, Erik Cambria, Xiaodong Liu, Jianfeng Gao, Furu Wei:
Language Models as Inductive Reasoners. EACL (1) 2024: 209-225 - [c244]Hongyuan Lu, Haoyang Huang, Dongdong Zhang, Furu Wei, Wai Lam:
Revamping Multilingual Agreement Bidirectionally via Switched Back-translation for Multilingual Neural Machine Translation. EACL (Findings) 2024: 264-275 - [c243]Liang Wang, Nan Yang, Furu Wei:
Learning to Retrieve In-Context Examples for Large Language Models. EACL (1) 2024: 1752-1767 - [c242]Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei:
TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering. ECCV (5) 2024: 386-402 - [c241]Dawei Zhu, Liang Wang, Nan Yang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li:
LongEmbed: Extending Embedding Models for Long Context Retrieval. EMNLP 2024: 802-816 - [c240]Hongyuan Lu, Haoran Yang, Haoyang Huang, Dongdong Zhang, Wai Lam, Furu Wei:
Chain-of-Dictionary Prompting Elicits Translation in Large Language Models. EMNLP 2024: 958-976 - [c239]Daixuan Cheng, Yuxian Gu, Shaohan Huang, Junyu Bi, Minlie Huang, Furu Wei:
Instruction Pre-Training: Language Models are Supervised Multitask Learners. EMNLP 2024: 2529-2550 - [c238]Shujie Hu, Long Zhou, Shujie Liu, Sanyuan Chen, Lingwei Meng, Hongkun Hao, Jing Pan, Xunying Liu, Jinyu Li, Sunit Sivasankaran, Linquan Liu, Furu Wei:
WavLLM: Towards Robust and Adaptive Speech Large Language Model. EMNLP (Findings) 2024: 4552-4572 - [c237]Tao Ge, Jing Hu, Lei Wang, Xun Wang, Si-Qing Chen, Furu Wei:
In-context Autoencoder for Context Compression in a Large Language Model. ICLR 2024 - [c236]Daixuan Cheng, Shaohan Huang, Furu Wei:
Adapting Large Language Models via Reading Comprehension. ICLR 2024 - [c235]Yuxian Gu, Li Dong, Furu Wei, Minlie Huang:
MiniLLM: Knowledge Distillation of Large Language Models. ICLR 2024 - [c234]Xichen Pan, Li Dong, Shaohan Huang, Zhiliang Peng, Wenhu Chen, Furu Wei:
Kosmos-G: Generating Images in Context with Multimodal Large Language Models. ICLR 2024 - [c233]Zhiliang Peng, Wenhui Wang, Li Dong, Yaru Hao, Shaohan Huang, Shuming Ma, Qixiang Ye, Furu Wei:
Grounding Multimodal Large Language Models to the World. ICLR 2024 - [c232]Xun Wu, Shaohan Huang, Furu Wei:
Mixture of LoRA Experts. ICLR 2024 - [c231]Dawei Zhu, Nan Yang, Liang Wang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li:
PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training. ICLR 2024 - [c230]Zhengyang Tang, Xingxing Zhang, Benyou Wang, Furu Wei:
MathScale: Scaling Instruction Tuning for Mathematical Reasoning. ICML 2024 - [c229]Yuzhe Cai, Shaoguang Mao, Wenshan Wu, Zehua Wang, Yaobo Liang, Tao Ge, Chenfei Wu, Wang You, Ting Song, Yan Xia, Nan Duan, Furu Wei:
Low-code LLM: Graphical User Interface over Large Language Models. NAACL (Demonstrations) 2024: 12-25 - [c228]Zhenhailong Wang, Shaoguang Mao, Wenshan Wu, Tao Ge, Furu Wei, Heng Ji:
Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration. NAACL-HLT 2024: 257-279 - [c227]Tianyi Tang, Hongyuan Lu, Yuchen Jiang, Haoyang Huang, Dongdong Zhang, Wayne Xin Zhao, Tom Kocmi, Furu Wei:
Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying References. NAACL-HLT 2024: 6596-6610 - [c226]Xueguang Ma
Fine-Tuning LLaMA for Multi-Stage Text Retrieval. SIGIR 2024: 2421-2425 - [i257]Hongkun Hao, Long Zhou, Shujie Liu, Jinyu Li, Shujie Hu, Rui Wang, Furu Wei:
Boosting Large Language Model for Speech Synthesis: An Empirical Study. CoRR abs/2401.00246 (2024) - [i256]Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei:
Improving Text Embeddings with Large Language Models. CoRR abs/2401.00368 (2024) - [i255]Ting Jiang, Shaohan Huang, Shengyue Luo, Zihan Zhang, Haizhen Huang
Improving Domain Adaptation through Extended-Text Reading Comprehension. CoRR abs/2401.07284 (2024) - [i254]Yadong Zhang, Shaoguang Mao, Tao Ge, Xun Wang, Yan Xia, Man Lan, Furu Wei:
K-Level Reasoning with Large Language Models. CoRR abs/2402.01521 (2024) - [i253]Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei:
Multilingual E5 Text Embeddings: A Technical Report. CoRR abs/2402.05672 (2024) - [i252]Niklas Muennighoff, Hongjin Su, Liang Wang, Nan Yang, Furu Wei, Tao Yu, Amanpreet Singh, Douwe Kiela:
Generative Representational Instruction Tuning. CoRR abs/2402.09906 (2024) - [i251]Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models. CoRR abs/2402.13064 (2024) - [i250]Haoyu Liu, Jianfeng Liu, Shaohan Huang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Furu Wei, Qi Zhang:
Se2: Sequential Example Selection for In-Context Learning. CoRR abs/2402.13874 (2024) - [i249]Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang
Text Diffusion with Reinforced Conditioning. CoRR abs/2402.14843 (2024) - [i248]Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang
HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition. CoRR abs/2402.15754 (2024) - [i247]Tianyi Tang, Wenyang Luo, Haoyang Huang, Dongdong Zhang, Xiaolei Wang, Xin Zhao, Furu Wei, Ji-Rong Wen:
Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models. CoRR abs/2402.16438 (2024) - [i246]Yuxian Gu, Li Dong, Yaru Hao, Qingxiu Dong, Minlie Huang, Furu Wei:
Towards Optimal Learning of Language Models. CoRR abs/2402.17759 (2024) - [i245]Shuming Ma, Hongyu Wang, Lingxiao Ma, Lei Wang, Wenhui Wang, Shaohan Huang, Li Dong, Ruiping Wang, Jilong Xue, Furu Wei:
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits. CoRR abs/2402.17764 (2024) - [i244]Shuhua Shi, Shaohan Huang, Minghui Song, Zhoujun Li, Zihan Zhang, Haizhen Huang
ResLoRA: Identity Residual Mapping in Low-Rank Adaption. CoRR abs/2402.18039 (2024) - [i243]Zhengyang Tang, Xingxing Zhang, Benyou Wang, Furu Wei:
MathScale: Scaling Instruction Tuning for Mathematical Reasoning. CoRR abs/2403.02884 (2024) - [i242]Shujie Hu, Long Zhou, Shujie Liu, Sanyuan Chen, Hongkun Hao, Jing Pan, Xunying Liu, Jinyu Li, Sunit Sivasankaran, Linquan Liu, Furu Wei:
WavLLM: Towards Robust and Adaptive Speech Large Language Model. CoRR abs/2404.00656 (2024) - [i241]Yadong Zhang, Shaoguang Mao, Tao Ge, Xun Wang, Adrian de Wynter, Yan Xia, Wenshan Wu, Ting Song, Man Lan, Furu Wei:
LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models. CoRR abs/2404.01230 (2024) - [i240]Wenshan Wu, Shaoguang Mao, Yadong Zhang, Yan Xia, Li Dong, Lei Cui, Furu Wei:
Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models. CoRR abs/2404.03622 (2024) - [i239]Dawei Zhu, Liang Wang, Nan Yang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li:
LongEmbed: Extending Embedding Models for Long Context Retrieval. CoRR abs/2404.12096 (2024) - [i238]Xun Wu, Shaohan Huang, Furu Wei:
Mixture of LoRA Experts. CoRR abs/2404.13628 (2024) - [i237]Xun Wu, Shaohan Huang, Wenhui Wang, Furu Wei:
Multi-Head Mixture-of-Experts. CoRR abs/2404.15045 (2024) - [i236]Xun Wu, Shaohan Huang, Furu Wei:
Multimodal Large Language Model is a Human-Aligned Annotator for Text-to-Image Generation. CoRR abs/2404.15100 (2024) - [i235]Jiawei Zhou, Li Dong, Furu Wei, Lei Chen:
Semi-Parametric Retrieval via Binary Token Index. CoRR abs/2405.01924 (2024) - [i234]Yutao Sun, Li Dong, Yi Zhu, Shaohan Huang, Wenhui Wang, Shuming Ma, Quanlu Zhang, Jianyong Wang, Furu Wei:
You Only Cache Once: Decoder-Decoder Architectures for Language Models. CoRR abs/2405.05254 (2024) - [i233]Ting Jiang, Shaohan Huang, Shengyue Luo, Zihan Zhang, Haizhen Huang
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning. CoRR abs/2405.12130 (2024) - [i232]Xin Cheng, Xun Wang, Xingxing Zhang, Tao Ge, Si-Qing Chen, Furu Wei, Huishuai Zhang, Dongyan Zhao:
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token. CoRR abs/2405.13792 (2024) - [i231]Sanyuan Chen, Shujie Liu, Long Zhou, Yanqing Liu, Xu Tan, Jinyu Li, Sheng Zhao, Yao Qian, Furu Wei:
VALL-E 2: Neural Codec Language Models are Human Parity Zero-Shot Text to Speech Synthesizers. CoRR abs/2406.05370 (2024) - [i230]Bing Han, Long Zhou, Shujie Liu, Sanyuan Chen, Lingwei Meng, Yanming Qian, Yanqing Liu, Sheng Zhao, Jinyu Li, Furu Wei:
VALL-E R: Robust and Efficient Zero-Shot Text-to-Speech Synthesis via Monotonic Alignment. CoRR abs/2406.07855 (2024) - [i229]Peizhong Gao, Ao Xie, Shaoguang Mao, Wenshan Wu, Yan Xia, Haipeng Mi, Furu Wei:
Meta Reasoning for Large Language Models. CoRR abs/2406.11698 (2024) - [i228]Daixuan Cheng, Yuxian Gu, Shaohan Huang, Junyu Bi, Minlie Huang, Furu Wei:
Instruction Pre-Training: Language Models are Supervised Multitask Learners. CoRR abs/2406.14491 (2024) - [i227]Yixing Li, Yuxian Gu, Li Dong, Dequan Wang, Yu Cheng, Furu Wei:
Direct Preference Knowledge Distillation for Large Language Models. CoRR abs/2406.19774 (2024) - [i226]Yadong Zhang, Shaoguang Mao, Wenshan Wu, Yan Xia, Tao Ge, Man Lan, Furu Wei:
Enhancing Language Model Rationality with Bi-Directional Deliberation Reasoning. CoRR abs/2407.06112 (2024) - [i225]Lingwei Meng, Long Zhou, Shujie Liu, Sanyuan Chen, Bing Han, Shujie Hu, Yanqing Liu, Jinyu Li, Sheng Zhao, Xixin Wu, Helen Meng, Furu Wei:
Autoregressive Speech Synthesis without Vector Quantization. CoRR abs/2407.08551 (2024) - [i224]Hongyu Wang, Shuming Ma, Ruiping Wang, Furu Wei:
Q-Sparse: All Large Language Models can be Fully Sparsely-Activated. CoRR abs/2407.10969 (2024) - [i223]Johan Bjorck, Alon Benhaim, Vishrav Chaudhary, Furu Wei, Xia Song:
Scaling Optimal LR Across Token Horizon. CoRR abs/2409.19913 (2024) - [i222]Tianzhu Ye, Li Dong, Yuqing Xia, Yutao Sun, Yi Zhu, Gao Huang, Furu Wei:
Differential Transformer. CoRR abs/2410.05258 (2024) - [i221]Qingxiu Dong, Li Dong, Xingxing Zhang, Zhifang Sui, Furu Wei:
Self-Boosting Large Language Models with Synthetic Preference Data. CoRR abs/2410.06961 (2024) - [i220]Yuxian Gu, Li Dong, Hongning Wang, Yaru Hao, Qingxiu Dong, Furu Wei, Minlie Huang:
Data Selection via Optimal Control for Language Models. CoRR abs/2410.07064 (2024) - [i219]Fangru Lin, Shaoguang Mao, Emanuele La Malfa, Valentin Hofmann, Adrian de Wynter, Jing Yao, Si-Qing Chen, Michael J. Wooldridge, Furu Wei:
One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks. CoRR abs/2410.11005 (2024) - [i218]Jinheng Wang, Hansong Zhou, Ting Song, Shaoguang Mao, Shuming Ma, Hongyu Wang, Yan Xia, Furu Wei:
1-bit AI Infra: Part 1.1, Fast and Lossless BitNet b1.58 Inference on CPUs. CoRR abs/2410.16144 (2024) - [i217]Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou:
Little Giants: Synthesizing High-Quality Embedding Data at Scale. CoRR abs/2410.18634 (2024) - [i216]Hengyuan Zhang, Chenming Shang, Sizhe Wang, Dongdong Zhang, Feng Yao, Renliang Sun, Yiyao Yu, Yujiu Yang, Furu Wei:
ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Contrastive Framework. CoRR abs/2410.19453 (2024) - [i215]Zongyi Li, Shujie Hu, Shujie Liu, Long Zhou, Jeongsoo Choi, Lingwei Meng, Xun Guo, Jinyu Li, Hefei Ling, Furu Wei:
ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation. CoRR abs/2410.20502 (2024) - 2023
- [j25]Yongqi Li
Generative retrieval for conversational question answering. Inf. Process. Manag. 60(5): 103475 (2023) - [j24]Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei:
Large Search Model: Redefining Search Stack in the Era of LLMs. SIGIR Forum 57(2): 23:1-23:16 (2023) - [j23]Jian Yang
GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. 31: 1489-1498 (2023) - [j22]Zhiliang Peng, Li Dong, Hangbo Bao, Furu Wei, Qixiang Ye:
A Unified View of Masked Image Modeling. Trans. Mach. Learn. Res. 2023 (2023) - [c225]Minghao Li, Tengchao Lv, Jingye Chen, Lei Cui, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Zhoujun Li, Furu Wei:
TrOCR: Transformer-Based Optical Character Recognition with Pre-trained Models. AAAI 2023: 13094-13102 - [c224]Yuan Xie
MoEC: Mixture of Expert Clusters. AAAI 2023: 13807-13815 - [c223]Beiduo Chen, Shaohan Huang, Zihan Zhang, Wu Guo, Zhenhua Ling, Haizhen Huang
Pre-training Language Model as a Multi-perspective Course Learner. ACL (Findings) 2023: 114-128 - [c222]Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang, Rangan Majumder, Furu Wei:
SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval. ACL (1) 2023: 2244-2258 - [c221]Ziheng Li, Shaohan Huang, Zihan Zhang, Zhi-Hong Deng, Qiang Lou, Haizhen Huang
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding. ACL (1) 2023: 3466-3478 - [c220]Damai Dai, Yutao Sun, Li Dong, Yaru Hao, Shuming Ma, Zhifang Sui, Furu Wei:
Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers. ACL (Findings) 2023: 4005-4019 - [c219]Yuxian Gu, Li Dong, Furu Wei, Minlie Huang:
Pre-Training to Learn in Context. ACL (1) 2023: 4849-4870 - [c218]Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li:
Multiview Identifiers Enhanced Generative Retrieval. ACL (1) 2023: 6636-6648 - [c217]Jian Yang, Shuming Ma, Li Dong, Shaohan Huang, Haoyang Huang, Yuwei Yin, Dongdong Zhang, Liqun Yang, Furu Wei, Zhoujun Li:
GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator. ACL (1) 2023: 9394-9412 - [c216]Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang:
On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation. ACL (Findings) 2023: 9542-9558 - [c215]Yutao Sun, Li Dong, Barun Patra, Shuming Ma, Shaohan Huang, Alon Benhaim, Vishrav Chaudhary, Xia Song, Furu Wei:
A Length-Extrapolatable Transformer. ACL (1) 2023: 14590-14604 - [c214]Barun Patra, Saksham Singhal, Shaohan Huang, Zewen Chi, Li Dong, Furu Wei, Vishrav Chaudhary, Xia Song:
Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning. ACL (1) 2023: 15354-15373 - [c213]Jinghao Zhou, Li Dong, Zhe Gan, Lijuan Wang, Furu Wei:
Non-Contrastive Learning Meets Language-Image Pre-Training. CVPR 2023: 11028-11038 - [c212]Wei Huang, Zhiliang Peng, Li Dong, Furu Wei, Jianbin Jiao, Qixiang Ye:
Generic-to-Specific Distillation of Masked Autoencoders. CVPR 2023: 15996-16005 - [c211]Wenhui Wang, Hangbo Bao, Li Dong, Johan Bjorck, Zhiliang Peng, Qiang Liu, Kriti Aggarwal, Owais Khan Mohammed, Saksham Singhal, Subhojit Som, Furu Wei:
Image as a Foreign Language: BEIT Pretraining for Vision and Vision-Language Tasks. CVPR 2023: 19175-19186 - [c210]Jian Yang
HanoiT: Enhancing Context-aware Translation via Selective Context. DASFAA (3) 2023: 471-486 - [c209]Zhaoyang Wang, Shaohan Huang, Yuxuan Liu, Jiahai Wang, Minghui Song, Zihan Zhang, Haizhen Huang
Democratizing Reasoning Ability: Tailored Learning from Large Language Model. EMNLP 2023: 1948-1966 - [c208]Heming Xia, Tao Ge, Peiyi Wang, Si-Qing Chen, Furu Wei, Zhifang Sui:
Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation. EMNLP (Findings) 2023: 3909-3925 - [c207]Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Wai Lam, Zhaochuan Gao, Anthony Aue, Arul Menezes, Furu Wei:
TRIP: Accelerating Document-level Multilingual Pre-training via Triangular Document-level Pre-training on Parallel Data Triplets. EMNLP (Findings) 2023: 7845-7858 - [c206]Liang Wang, Nan Yang, Furu Wei:
Query2doc: Query Expansion with Large Language Models. EMNLP 2023: 9414-9423 - [c205]Daixuan Cheng, Shaohan Huang, Junyu Bi, Yuefeng Zhan, Jianfeng Liu, Yujing Wang, Hao Sun, Furu Wei, Weiwei Deng, Qi Zhang:
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation. EMNLP 2023: 12318-12337 - [c204]Haoyang Huang, Tianyi Tang
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting. EMNLP (Findings) 2023: 12365-12394 - [c203]Wentao Deng, Jiahuan Pei, Keyi Kong, Zhe Chen, Furu Wei, Yujun Li, Zhaochun Ren, Zhumin Chen, Pengjie Ren:
Syllogistic Reasoning for Legal Judgment Analysis. EMNLP 2023: 13997-14009 - [c202]Haoran Li, Yiran Liu, Xingxing Zhang, Wei Lu, Furu Wei:
Tuna: Instruction Tuning using Feedback from Large Language Models. EMNLP (Findings) 2023: 15146-15163 - [c201]Kun Wei, Long Zhou, Ziqiang Zhang, Liping Chen, Shujie Liu, Lei He, Jinyu Li, Furu Wei:
Joint Pre-Training with Speech and Bilingual Text for Direct Speech to Speech Translation. ICASSP 2023: 1-5 - [c200]Yuxin Fang, Li Dong, Hangbo Bao, Xinggang Wang, Furu Wei:
Corrupted Image Modeling for Self-Supervised Visual Pre-Training. ICLR 2023 - [c199]Zhixiong Han, Yaru Hao, Li Dong, Yutao Sun, Furu Wei:
Prototypical Calibration for Few-shot Learning of Language Models. ICLR 2023 - [c198]Weizhi Wang, Li Dong, Hao Cheng, Haoyu Song, Xiaodong Liu, Xifeng Yan
Visually-Augmented Language Modeling. ICLR 2023 - [c197]Haiteng Zhao, Shuming Ma, Dongdong Zhang, Zhi-Hong Deng, Furu Wei:
Are More Layers Beneficial to Graph Transformers? ICLR 2023 - [c196]Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Daniel Tompkins, Zhuo Chen, Wanxiang Che, Xiangzhan Yu, Furu Wei:
BEATs: Audio Pre-Training with Acoustic Tokenizers. ICML 2023: 5178-5193 - [c195]Hongyu Wang, Shuming Ma, Shaohan Huang, Li Dong, Wenhui Wang, Zhiliang Peng, Yu Wu, Payal Bajaj, Saksham Singhal, Alon Benhaim, Barun Patra, Zhun Liu, Vishrav Chaudhary, Xia Song, Furu Wei:
Magneto: A Foundation Transformer. ICML 2023: 36077-36092 - [c194]Tao Ge, Jing Hu, Li Dong, Shaoguang Mao, Yan Xia, Xun Wang, Si-Qing Chen, Furu Wei:
Extensible Prompts for Language Models on Zero-shot Language Style Customization. NeurIPS 2023 - [c193]Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei:
TextDiffuser: Diffusion Models as Text Painters. NeurIPS 2023 - [c192]Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang:
On the Pareto Front of Multilingual Neural Machine Translation. NeurIPS 2023 - [c191]Yaru Hao, Zewen Chi, Li Dong, Furu Wei:
Optimizing Prompts for Text-to-Image Generation. NeurIPS 2023 - [c190]Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Barun Patra, Qiang Liu, Kriti Aggarwal, Zewen Chi, Nils Johan Bertil Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei:
Language Is Not All You Need: Aligning Perception with Language Models. NeurIPS 2023 - [c189]Weizhi Wang, Li Dong, Hao Cheng, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei:
Augmenting Language Models with Long-Term Memory. NeurIPS 2023 - [i214]Chengyi Wang, Sanyuan Chen, Yu Wu, Ziqiang Zhang, Long Zhou, Shujie Liu, Zhuo Chen, Yanqing Liu, Huaming Wang, Jinyu Li, Lei He, Sheng Zhao, Furu Wei:
Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers. CoRR abs/2301.02111 (2023) - [i213]Jian Yang, Yuwei Yin
HanoiT: Enhancing Context-aware Translation via Selective Context. CoRR abs/2301.06825 (2023) - [i212]Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Barun Patra, Qiang Liu, Kriti Aggarwal, Zewen Chi, Johan Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei:
Language Is Not All You Need: Aligning Perception with Language Models. CoRR abs/2302.14045 (2023) - [i211]Wei Huang, Zhiliang Peng, Li Dong, Furu Wei, Jianbin Jiao, Qixiang Ye:
Generic-to-Specific Distillation of Masked Autoencoders. CoRR abs/2302.14771 (2023) - [i210]Haiteng Zhao, Shuming Ma, Dongdong Zhang, Zhi-Hong Deng, Furu Wei:
Are More Layers Beneficial to Graph Transformers? CoRR abs/2303.00579 (2023) - [i209]Guangyue Peng, Tao Ge, Si-Qing Chen, Furu Wei, Houfeng Wang:
Semiparametric Language Models Are Scalable Continual Learners. CoRR abs/2303.01421 (2023) - [i208]Ziqiang Zhang, Long Zhou, Chengyi Wang, Sanyuan Chen, Yu Wu, Shujie Liu, Zhuo Chen, Yanqing Liu, Huaming Wang, Jinyu Li, Lei He, Sheng Zhao, Furu Wei:
Speak Foreign Languages with Your Own Voice: Cross-Lingual Neural Codec Language Modeling. CoRR abs/2303.03926 (2023) - [i207]Liang Wang, Nan Yang, Furu Wei:
Query2doc: Query Expansion with Large Language Models. CoRR abs/2303.07678 (2023) - [i206]Daixuan Cheng, Shaohan Huang, Junyu Bi, Yuefeng Zhan, Jianfeng Liu, Yujing Wang, Hao Sun, Furu Wei, Denvy Deng, Qi Zhang:
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation. CoRR abs/2303.08518 (2023) - [i205]Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang:
On the Pareto Front of Multilingual Neural Machine Translation. CoRR abs/2304.03216 (2023) - [i204]Nan Yang, Tao Ge, Liang Wang, Binxing Jiao, Daxin Jiang, Linjun Yang, Rangan Majumder, Furu Wei:
Inference with Reference: Lossless Acceleration of Large Language Models. CoRR abs/2304.04487 (2023) - [i203]Beiduo Chen
Pre-training Language Model as a Multi-perspective Course Learner. CoRR abs/2305.03981 (2023) - [i202]Hongyuan Lu, Haoyang Huang, Dongdong Zhang, Haoran Yang, Wai Lam, Furu Wei:
Chain-of-Dictionary Prompting Elicits Translation in Large Language Models. CoRR abs/2305.06575 (2023) - [i201]Haoyang Huang, Tianyi Tang, Dongdong Zhang, Wayne Xin Zhao, Ting Song, Yan Xia, Furu Wei:
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting. CoRR abs/2305.07004 (2023) - [i200]Yuxian Gu, Li Dong, Furu Wei, Minlie Huang:
Pre-Training to Learn in Context. CoRR abs/2305.09137 (2023) - [i199]Ziheng Li, Shaohan Huang, Zihan Zhang, Zhi-Hong Deng, Qiang Lou, Haizhen Huang
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding. CoRR abs/2305.09148 (2023) - [i198]Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei:
TextDiffuser: Diffusion Models as Text Painters. CoRR abs/2305.10855 (2023) - [i197]Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang:
On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation. CoRR abs/2305.10930 (2023) - [i196]Lan Jiang, Haoyang Huang, Dongdong Zhang, Rui Jiang, Furu Wei:
One-stop Training of Multiple Capacity Models. CoRR abs/2305.14066 (2023) - [i195]Tianyi Tang, Hongyuan Lu, Yuchen Eleanor Jiang, Haoyang Huang, Dongdong Zhang, Wayne Xin Zhao, Furu Wei:
Not All Metrics Are Guilty: Improving NLG Evaluation with LLM Paraphrasing. CoRR abs/2305.15067 (2023) - [i194]Tianrui Wang, Long Zhou, Ziqiang Zhang, Yu Wu, Shujie Liu, Yashesh Gaur, Zhuo Chen, Jinyu Li, Furu Wei:
VioLA: Unified Codec Language Models for Speech Recognition, Synthesis, and Translation. CoRR abs/2305.16107 (2023) - [i193]Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li:
Multiview Identifiers Enhanced Generative Retrieval. CoRR abs/2305.16675 (2023) - [i192]Weizhi Wang, Li Dong, Hao Cheng, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei:
Augmenting Language Models with Long-Term Memory. CoRR abs/2306.07174 (2023) - [i191]Yuxian Gu, Li Dong, Furu Wei, Minlie Huang:
Knowledge Distillation of Large Language Models. CoRR abs/2306.08543 (2023) - [i190]Zhiliang Peng, Wenhui Wang, Li Dong, Yaru Hao, Shaohan Huang, Shuming Ma, Furu Wei:
Kosmos-2: Grounding Multimodal Large Language Models to the World. CoRR abs/2306.14824 (2023) - [i189]Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li:
Learning to Rank in Generative Retrieval. CoRR abs/2306.15222 (2023) - [i188]Jiayu Ding, Shuming Ma, Li Dong, Xingxing Zhang, Shaohan Huang, Wenhui Wang, Nanning Zheng, Furu Wei:
LongNet: Scaling Transformers to 1, 000, 000, 000 Tokens. CoRR abs/2307.02486 (2023) - [i187]Zhenhailong Wang, Shaoguang Mao, Wenshan Wu, Tao Ge, Furu Wei, Heng Ji:
Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration. CoRR abs/2307.05300 (2023) - [i186]Tao Ge, Jing Hu, Xun Wang, Si-Qing Chen, Furu Wei:
In-context Autoencoder for Context Compression in a Large Language Model. CoRR abs/2307.06945 (2023) - [i185]Liang Wang, Nan Yang, Furu Wei:
Learning to Retrieve In-Context Examples for Large Language Models. CoRR abs/2307.07164 (2023) - [i184]Yutao Sun, Li Dong, Shaohan Huang, Shuming Ma, Yuqing Xia, Jilong Xue, Jianyong Wang, Furu Wei:
Retentive Network: A Successor to Transformer for Large Language Models. CoRR abs/2307.08621 (2023) - [i183]Guangyu Chen, Yu Wu, Shujie Liu, Tao Liu, Xiaoyong Du, Furu Wei:
WavMark: Watermarking for Audio Generation. CoRR abs/2308.12770 (2023) - [i182]Qingxiu Dong, Li Dong, Ke Xu, Guangyan Zhou, Yaru Hao, Zhifang Sui, Furu Wei:
Large Language Model for Science: A Study on P vs. NP. CoRR abs/2309.05689 (2023) - [i181]Daixuan Cheng, Shaohan Huang, Furu Wei:
Adapting Large Language Models via Reading Comprehension. CoRR abs/2309.09530 (2023) - [i180]Dawei Zhu, Nan Yang, Liang Wang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li:
PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training. CoRR abs/2309.10400 (2023) - [i179]Tengchao Lv, Yupan Huang, Jingye Chen, Lei Cui, Shuming Ma, Yaoyao Chang, Shaohan Huang, Wenhui Wang, Li Dong, Weiyao Luo, Shaoxiang Wu, Guoxin Wang, Cha Zhang, Furu Wei:
Kosmos-2.5: A Multimodal Literate Model. CoRR abs/2309.11419 (2023) - [i178]Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang
Calibrating LLM-Based Evaluator. CoRR abs/2309.13308 (2023) - [i177]Xin Cheng, Xun Wang, Tao Ge, Si-Qing Chen, Furu Wei, Dongyan Zhao, Rui Yan:
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines. CoRR abs/2309.17061 (2023) - [i176]Xichen Pan, Li Dong, Shaohan Huang, Zhiliang Peng, Wenhu Chen, Furu Wei:
Kosmos-G: Generating Images in Context with Multimodal Large Language Models. CoRR abs/2310.02992 (2023) - [i175]Wang You, Wenshan Wu, Yaobo Liang, Shaoguang Mao, Chenfei Wu, Maosong Cao, Yuzhe Cai, Yiduo Guo, Yan Xia, Furu Wei, Nan Duan:
EIPE-text: Evaluation-Guided Iterative Plan Extraction for Long-Form Narrative Text Generation. CoRR abs/2310.08185 (2023) - [i174]Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin:
Fine-Tuning LLaMA for Multi-Stage Text Retrieval. CoRR abs/2310.08319 (2023) - [i173]Hongyu Wang, Shuming Ma, Li Dong, Shaohan Huang, Huaijie Wang, Lingxiao Ma, Fan Yang, Ruiping Wang, Yi Wu, Furu Wei:
BitNet: Scaling 1-bit Transformers for Large Language Models. CoRR abs/2310.11453 (2023) - [i172]Zhaoyang Wang, Shaohan Huang, Yuxuan Liu, Jiahai Wang, Minghui Song, Zihan Zhang, Haizhen Huang
Democratizing Reasoning Ability: Tailored Learning from Large Language Model. CoRR abs/2310.13332 (2023) - [i171]Haoran Li, Yiran Liu, Xingxing Zhang, Wei Lu, Furu Wei:
Tuna: Instruction Tuning using Feedback from Large Language Models. CoRR abs/2310.13385 (2023) - [i170]Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei:
Large Search Model: Redefining Search Stack in the Era of LLMs. CoRR abs/2310.14587 (2023) - [i169]Shaoguang Mao, Yuzhe Cai, Yan Xia, Wenshan Wu, Xun Wang, Fengyi Wang, Tao Ge, Furu Wei:
ALYMPICS: Language Agents Meet Game Theory. CoRR abs/2311.03220 (2023) - [i168]Jinghan Yang, Shuming Ma, Furu Wei:
Auto-ICL: In-Context Learning without Human Supervision. CoRR abs/2311.09263 (2023) - [i167]Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei:
TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering. CoRR abs/2311.16465 (2023) - [i166]Wenhui Wang, Shuming Ma, Hanwen Xu, Naoto Usuyama, Jiayu Ding, Hoifung Poon, Furu Wei:
When an Image is Worth 1, 024 x 1, 024 Words: A Case Study in Computational Pathology. CoRR abs/2312.03558 (2023) - 2022
- [j21]Sanyuan Chen
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing. IEEE J. Sel. Top. Signal Process. 16(6): 1505-1518 (2022) - [j20]Haichao Zhu
Transforming Wikipedia Into Augmented Data for Query-Focused Summarization. IEEE ACM Trans. Audio Speech Lang. Process. 30: 2357-2367 (2022) - [c188]Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei:
Sequence Level Contrastive Learning for Text Summarization. AAAI 2022: 11556-11565 - [c187]Shengqiang Zhang, Xingxing Zhang, Hangbo Bao, Furu Wei:
Attention Temperature Matters in Abstractive Summarization Distillation. ACL (1) 2022: 127-141 - [c186]Guanhua Chen
Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation. ACL (1) 2022: 142-157 - [c185]Ruipeng Jia, Xingxing Zhang, Yanan Cao, Zheng Lin, Shi Wang, Furu Wei:
Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization. ACL (1) 2022: 561-570 - [c184]Jing Qian, Li Dong, Yelong Shen, Furu Wei, Weizhu Chen:
Controllable Natural Language Generation with Contrastive Prefixes. ACL (Findings) 2022: 2912-2924 - [c183]Yiheng Xu
XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding. ACL (Findings) 2022: 3214-3224 - [c182]Tianyu Chen, Hangbo Bao, Shaohan Huang, Li Dong, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei:
THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption. ACL (Findings) 2022: 3510-3520 - [c181]Junyi Ao, Rui Wang
SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing. ACL (1) 2022: 5723-5738 - [c180]Junlong Li, Yiheng Xu
MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding. ACL (1) 2022: 6078-6087 - [c179]Haoyu Song, Li Dong, Weinan Zhang, Ting Liu, Furu Wei:
CLIP Models are Few-Shot Learners: Empirical Studies on VQA and Visual Entailment. ACL (1) 2022: 6088-6100 - [c178]Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Bo Zheng, Saksham Singhal, Payal Bajaj, Xia Song, Xian-Ling Mao, Heyan Huang, Furu Wei:
XLM-E: Cross-lingual Language Model Pre-training via ELECTRA. ACL (1) 2022: 6170-6182 - [c177]Damai Dai, Li Dong, Shuming Ma, Bo Zheng, Zhifang Sui, Baobao Chang, Furu Wei:
StableMoE: Stable Routing Strategy for Mixture of Experts. ACL (1) 2022: 7085-7095 - [c176]Damai Dai, Li Dong, Yaru Hao, Zhifang Sui, Baobao Chang, Furu Wei:
Knowledge Neurons in Pretrained Transformers. ACL (1) 2022: 8493-8502 - [c175]Ze Liu, Han Hu, Yutong Lin, Zhuliang Yao, Zhenda Xie, Yixuan Wei, Jia Ning, Yue Cao, Zheng Zhang, Li Dong, Furu Wei, Baining Guo:
Swin Transformer V2: Scaling Up Capacity and Resolution. CVPR 2022: 11999-12009 - [c174]Jian Yang, Shaohan Huang, Shuming Ma, Yuwei Yin
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation. EMNLP (Findings) 2022: 486-496 - [c173]Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei:
XDoc: Unified Pre-training for Cross-Format Document Understanding. EMNLP (Findings) 2022: 1006-1016 - [c172]Ziqiang Zhang, Long Zhou, Junyi Ao, Shujie Liu, Lirong Dai, Jinyu Li, Furu Wei:
SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-training. EMNLP 2022: 1663-1676 - [c171]Daixuan Cheng, Shaohan Huang, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Furu Wei, Denvy Deng, Qi Zhang:
Snapshot-Guided Domain Adaptation for ELECTRA. EMNLP (Findings) 2022: 2226-2232 - [c170]Ting Jiang, Jian Jiao, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang
PromptBERT: Improving BERT Sentence Embeddings with Prompts. EMNLP 2022: 8826-8837 - [c169]Zekun Wang, Wenhui Wang, Haichao Zhu, Ming Liu, Bing Qin, Furu Wei:
Distilled Dual-Encoder Model for Vision-Language Understanding. EMNLP 2022: 8901-8913 - [c168]Tao Ge, Si-Qing Chen, Furu Wei:
EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation. EMNLP 2022: 10786-10798 - [c167]Lianzhe Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Houfeng Wang:
Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt. EMNLP 2022: 11488-11497 - [c166]Sanyuan Chen, Yu Wu, Chengyi Wang, Zhengyang Chen, Zhuo Chen, Shujie Liu, Jian Wu, Yao Qian, Furu Wei, Jinyu Li
Unispeech-Sat: Universal Speech Representation Learning With Speaker Aware Pre-Training. ICASSP 2022: 6152-6156 - [c165]Hangbo Bao, Li Dong, Songhao Piao, Furu Wei:
BEiT: BERT Pre-Training of Image Transformers. ICLR 2022 - [c164]Xin Sun, Tao Ge, Shuming Ma, Jingjing Li, Furu Wei, Houfeng Wang:
A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model. IJCAI 2022: 4367-4374 - [c163]Jian Yang
UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation. IJCAI 2022: 4454-4460 - [c162]Jian Yang
High-resource Language-specific Training for Multilingual Neural Machine Translation. IJCAI 2022: 4461-4467 - [c161]Xuyang Jin, Tao Ge, Furu Wei:
Plug and Play Knowledge Distillation for kNN-LM with External Logits. AACL/IJCNLP (2) 2022: 463-469 - [c160]Chengyi Wang, Yiming Wang, Yu Wu, Sanyuan Chen, Jinyu Li
Supervision-Guided Codebooks for Masked Prediction in Speech Pre-training. INTERSPEECH 2022: 2643-2647 - [c159]Shuo Ren, Shujie Liu, Yu Wu, Long Zhou, Furu Wei:
Speech Pre-training with Acoustic Piece. INTERSPEECH 2022: 2648-2652 - [c158]Junyi Ao, Ziqiang Zhang, Long Zhou, Shujie Liu, Haizhou Li, Tom Ko, Lirong Dai, Jinyu Li
Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data. INTERSPEECH 2022: 2658-2662 - [c157]Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Zhuo Chen, Peidong Wang, Gang Liu, Jinyu Li
Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition? INTERSPEECH 2022: 3699-3703 - [c156]Wangyou Zhang, Zhuo Chen, Naoyuki Kanda, Shujie Liu, Jinyu Li
Separating Long-Form Speech with Group-wise Permutation Invariant Training. INTERSPEECH 2022: 5383-5387 - [c155]Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei:
DiT: Self-supervised Pre-training for Document Image Transformer. ACM Multimedia 2022: 3530-3539 - [c154]Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei:
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking. ACM Multimedia 2022: 4083-4091 - [c153]Hangbo Bao, Wenhui Wang, Li Dong, Qiang Liu, Owais Khan Mohammed, Kriti Aggarwal, Subhojit Som, Songhao Piao, Furu Wei:
VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts. NeurIPS 2022 - [c152]Zewen Chi, Li Dong, Shaohan Huang, Damai Dai, Shuming Ma, Barun Patra, Saksham Singhal, Payal Bajaj, Xia Song, Xian-Ling Mao, Heyan Huang, Furu Wei:
On the Representation Collapse of Sparse Mixture of Experts. NeurIPS 2022 - [c151]Yunzhi Yao, Shaohan Huang, Li Dong, Furu Wei, Huajun Chen, Ningyu Zhang:
Kformer: Knowledge Injection in Transformer Feed-Forward Layers. NLPCC (1) 2022: 131-143 - [i165]Xu Zhang, Jian Yang, Haoyang Huang, Shuming Ma, Dongdong Zhang, Jinlong Li, Furu Wei:
SMDT: Selective Memory-Augmented Neural Document Translation. CoRR abs/2201.01631 (2022) - [i164]Juncheng Wan, Jian Yang, Shuming Ma, Dongdong Zhang, Weinan Zhang, Yong Yu, Furu Wei:
Phrase-level Adversarial Example Generation for Neural Machine Translation. CoRR abs/2201.02009 (2022) - [i163]Ting Jiang, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Liangjie Zhang, Qi Zhang:
PromptBERT: Improving BERT Sentence Embeddings with Prompts. CoRR abs/2201.04337 (2022) - [i162]Yunzhi Yao, Shaohan Huang, Ningyu Zhang, Li Dong, Furu Wei, Huajun Chen:
Kformer: Knowledge Injection in Transformer Feed-Forward Layers. CoRR abs/2201.05742 (2022) - [i161]Xin Sun, Tao Ge, Shuming Ma, Jingjing Li, Furu Wei, Houfeng Wang:
A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model. CoRR abs/2201.10707 (2022) - [i160]Yuxin Fang, Li Dong, Hangbo Bao, Xinggang Wang, Furu Wei:
Corrupted Image Modeling for Self-Supervised Visual Pre-Training. CoRR abs/2202.03382 (2022) - [i159]Tao Ge, Furu Wei:
EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation. CoRR abs/2202.07959 (2022) - [i158]Da Yin, Li Dong, Hao Cheng, Xiaodong Liu, Kai-Wei Chang, Furu Wei, Jianfeng Gao:
A Survey of Knowledge-Intensive NLP with Pre-Trained Language Models. CoRR abs/2202.08772 (2022) - [i157]Lianzhe Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Houfeng Wang:
Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt. CoRR abs/2202.11451 (2022) - [i156]Jing Qian, Li Dong, Yelong Shen, Furu Wei, Weizhu Chen:
Controllable Natural Language Generation with Contrastive Prefixes. CoRR abs/2202.13257 (2022) - [i155]Hongyu Wang, Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Furu Wei:
DeepNet: Scaling Transformers to 1, 000 Layers. CoRR abs/2203.00555 (2022) - [i154]Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei:
DiT: Self-supervised Pre-training for Document Image Transformer. CoRR abs/2203.02378 (2022) - [i153]Haoyu Song, Li Dong, Wei-Nan Zhang, Ting Liu, Furu Wei:
CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment. CoRR abs/2203.07190 (2022) - [i152]Heming Xia, Tao Ge, Furu Wei, Zhifang Sui:
Lossless Speedup of Autoregressive Translation with Generalized Aggressive Decoding. CoRR abs/2203.16487 (2022) - [i151]Junyi Ao, Ziqiang Zhang, Long Zhou, Shujie Liu, Haizhou Li, Tom Ko, Lirong Dai, Jinyu Li
Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data. CoRR abs/2203.17113 (2022) - [i150]Shuo Ren, Shujie Liu, Yu Wu, Long Zhou, Furu Wei:
Speech Pre-training with Acoustic Piece. CoRR abs/2204.03240 (2022) - [i149]Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei:
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking. CoRR abs/2204.08387 (2022) - [i148]Damai Dai, Li Dong, Shuming Ma, Bo Zheng, Zhifang Sui, Baobao Chang, Furu Wei:
StableMoE: Stable Routing Strategy for Mixture of Experts. CoRR abs/2204.08396 (2022) - [i147]Zewen Chi, Li Dong, Shaohan Huang, Damai Dai, Shuming Ma, Barun Patra, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei:
On the Representation Collapse of Sparse Mixture of Experts. CoRR abs/2204.09179 (2022) - [i146]Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Zhuo Chen, Peidong Wang, Gang Liu, Jinyu Li
Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition? CoRR abs/2204.12765 (2022) - [i145]Ruipeng Jia, Xingxing Zhang, Yanan Cao, Shi Wang, Zheng Lin, Furu Wei:
Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization. CoRR abs/2204.13512 (2022) - [i144]Weizhi Wang, Li Dong, Hao Cheng, Haoyu Song, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei:
Visually-Augmented Language Modeling. CoRR abs/2205.10178 (2022) - [i143]Zhixiong Han, Yaru Hao, Li Dong, Furu Wei:
Prototypical Calibration for Few-shot Learning of Language Models. CoRR abs/2205.10183 (2022) - [i142]Tao Ge, Heming Xia, Xin Sun, Si-Qing Chen, Furu Wei:
Lossless Acceleration for Seq2seq Generation with Aggressive Decoding. CoRR abs/2205.10350 (2022) - [i141]Tianyu Chen, Hangbo Bao, Shaohan Huang, Li Dong, Binxing Jiao, Daxin Jiang
THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption. CoRR abs/2206.00216 (2022) - [i140]Tianyu Chen, Shaohan Huang, Yuan Xie
Task-Specific Expert Pruning for Sparse Mixture-of-Experts. CoRR abs/2206.00277 (2022) - [i139]Hangbo Bao, Wenhui Wang, Li Dong, Furu Wei:
VL-BEiT: Generative Vision-Language Pretraining. CoRR abs/2206.01127 (2022) - [i138]Ziqiang Zhang, Junyi Ao, Long Zhou, Shujie Liu, Furu Wei, Jinyu Li
The YiTrans End-to-End Speech Translation System for IWSLT 2022 Offline Shared Task. CoRR abs/2206.05777 (2022) - [i137]Yaru Hao, Haoyu Song, Li Dong, Shaohan Huang, Zewen Chi, Wenhui Wang, Shuming Ma, Furu Wei:
Language Models are General-Purpose Interfaces. CoRR abs/2206.06336 (2022) - [i136]Chengyi Wang, Yiming Wang, Yu Wu, Sanyuan Chen, Jinyu Li
Supervision-Guided Codebooks for Masked Prediction in Speech Pre-training. CoRR abs/2206.10125 (2022) - [i135]Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang
SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval. CoRR abs/2207.02578 (2022) - [i134]Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Shuangzhi Wu, Hongcheng Guo, Zhoujun Li
UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation. CoRR abs/2207.04900 (2022) - [i133]Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Zhoujun Li, Furu Wei:
HLT-MT: High-resource Language-specific Training for Multilingual Neural Machine Translation. CoRR abs/2207.04906 (2022) - [i132]Yuan Xie, Shaohan Huang, Tianyu Chen, Furu Wei:
MoEC: Mixture of Expert Clusters. CoRR abs/2207.09094 (2022) - [i131]Jian Yang, Yuwei Yin
GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation. CoRR abs/2207.14467 (2022) - [i130]Zehan Li, Nan Yang, Liang Wang, Furu Wei:
Learning Diverse Document Representations with Deep Query Interactions for Dense Retrieval. CoRR abs/2208.04232 (2022) - [i129]Zhiliang Peng, Li Dong, Hangbo Bao, Qixiang Ye, Furu Wei:
BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers. CoRR abs/2208.06366 (2022) - [i128]Wenhui Wang, Hangbo Bao, Li Dong, Johan Bjorck, Zhiliang Peng, Qiang Liu, Kriti Aggarwal, Owais Khan Mohammed, Saksham Singhal, Subhojit Som, Furu Wei:
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks. CoRR abs/2208.10442 (2022) - [i127]Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Wai Lam:
Towards Multilingual Transitivity and Bidirectional Multilingual Agreement for Multilingual Document-level Machine Translation. CoRR abs/2209.13940 (2022) - [i126]Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei:
XDoc: Unified Pre-training for Cross-Format Document Understanding. CoRR abs/2210.02849 (2022) - [i125]Ziqiang Zhang, Long Zhou, Junyi Ao, Shujie Liu, Lirong Dai, Jinyu Li
SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-training. CoRR abs/2210.03730 (2022) - [i124]Hongyu Wang, Shuming Ma, Shaohan Huang, Li Dong, Wenhui Wang, Zhiliang Peng, Yu Wu, Payal Bajaj, Saksham Singhal, Alon Benhaim, Barun Patra, Zhun Liu, Vishrav Chaudhary, Xia Song, Furu Wei:
Foundation Transformers. CoRR abs/2210.06423 (2022) - [i123]Jian Yang, Shaohan Huang, Shuming Ma, Yuwei Yin
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation. CoRR abs/2210.07022 (2022) - [i122]Jinghao Zhou, Li Dong, Zhe Gan, Lijuan Wang, Furu Wei:
Non-Contrastive Learning Meets Language-Image Pre-Training. CoRR abs/2210.09304 (2022) - [i121]Zhiliang Peng, Li Dong, Hangbo Bao, Qixiang Ye, Furu Wei:
A Unified View of Masked Image Modeling. CoRR abs/2210.10615 (2022) - [i120]Barun Patra, Saksham Singhal, Shaohan Huang, Zewen Chi, Li Dong, Furu Wei, Vishrav Chaudhary, Xia Song:
Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning. CoRR abs/2210.14867 (2022) - [i119]Hongcheng Guo, Jiaheng Liu, Haoyang Huang, Jian Yang, Zhoujun Li, Dongdong Zhang, Furu Wei:
LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation. CoRR abs/2210.15461 (2022) - [i118]Kun Wei, Long Zhou, Ziqiang Zhang, Liping Chen, Shujie Liu, Lei He, Jinyu Li
Joint Pre-Training with Speech and Bilingual Text for Direct Speech to Speech Translation. CoRR abs/2210.17027 (2022) - [i117]Yubo Zhang, Xingxing Zhang, Xun Wang, Si-qing Chen, Furu Wei:
Latent Prompt Tuning for Text Summarization. CoRR abs/2211.01837 (2022) - [i116]Qiu-Shi Zhu, Long Zhou, Ziqiang Zhang, Shujie Liu, Binxing Jiao, Jie Zhang, Lirong Dai, Daxin Jiang
VATLM: Visual-Audio-Text Pre-Training with Unified Masked Prediction for Speech Representation Learning. CoRR abs/2211.11275 (2022) - [i115]Shuming Ma, Hongyu Wang, Shaohan Huang, Wenhui Wang, Zewen Chi, Li Dong, Alon Benhaim, Barun Patra, Vishrav Chaudhary, Xia Song, Furu Wei:
TorchScale: Transformers at Scale. CoRR abs/2211.13184 (2022) - [i114]Tao Ge, Jing Hu, Li Dong, Shaoguang Mao, Yan Xia, Xun Wang, Si-Qing Chen, Furu Wei:
Extensible Prompts for Language Models. CoRR abs/2212.00616 (2022) - [i113]Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang
Text Embeddings by Weakly-Supervised Contrastive Pre-training. CoRR abs/2212.03533 (2022) - [i112]Xingxing Zhang, Yiran Liu, Xun Wang, Pengcheng He, Yang Yu, Si-Qing Chen, Wayne Xiong, Furu Wei:
Momentum Calibration for Text Generation. CoRR abs/2212.04257 (2022) - [i111]Yaru Hao, Yutao Sun, Li Dong, Zhixiong Han, Yuxian Gu, Furu Wei:
Structured Prompting: Scaling In-Context Learning to 1, 000 Examples. CoRR abs/2212.06713 (2022) - [i110]Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Wai Lam, Furu Wei:
TRIP: Triangular Document-level Pre-training for Multilingual Language Models. CoRR abs/2212.07752 (2022) - [i109]Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Daniel Tompkins, Zhuo Chen, Furu Wei:
BEATs: Audio Pre-Training with Acoustic Tokenizers. CoRR abs/2212.09058 (2022) - [i108]Yaru Hao, Zewen Chi, Li Dong, Furu Wei:
Optimizing Prompts for Text-to-Image Generation. CoRR abs/2212.09611 (2022) - [i107]Xun Wang, Tao Ge, Allen Mao, Yuki Li, Furu Wei, Si-Qing Chen:
Pay Attention to Your Tone: Introducing a New Dataset for Polite Language Rewrite. CoRR abs/2212.10190 (2022) - [i106]Jian Yang, Shuming Ma, Li Dong, Shaohan Huang, Haoyang Huang, Yuwei Yin
GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator. CoRR abs/2212.10218 (2022) - [i105]Yutao Sun, Li Dong, Barun Patra, Shuming Ma, Shaohan Huang, Alon Benhaim, Vishrav Chaudhary, Xia Song, Furu Wei:
A Length-Extrapolatable Transformer. CoRR abs/2212.10554 (2022) - [i104]Damai Dai, Yutao Sun, Li Dong, Yaru Hao, Zhifang Sui, Furu Wei:
Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers. CoRR abs/2212.10559 (2022) - [i103]Zonglin Yang
Language Models as Inductive Reasoners. CoRR abs/2212.10923 (2022) - 2021
- [c150]Yaru Hao, Li Dong, Furu Wei, Ke Xu:
Self-Attention Attribution: Interpreting Information Interactions Inside Transformer. AAAI 2021: 12963-12971 - [c149]Jian Yang, Yuwei Yin
Multilingual Agreement for Multilingual Neural Machine Translation. ACL/IJCNLP (2) 2021: 233-239 - [c148]Yunzhi Yao, Shaohan Huang, Wenhui Wang, Li Dong, Furu Wei:
Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains. ACL/IJCNLP (Findings) 2021: 460-470 - [c147]Yu Tang, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Muyun Yang:
Grammar-Based Patches Generation for Automated Program Repair. ACL/IJCNLP (Findings) 2021: 1300-1305 - [c146]Wenhui Wang, Hangbo Bao, Shaohan Huang, Li Dong, Furu Wei:
MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers. ACL/IJCNLP (Findings) 2021: 2140-2151 - [c145]Yang Xu, Yiheng Xu
LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding. ACL/IJCNLP (1) 2021: 2579-2591 - [c144]Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei:
Consistency Regularization for Cross-Lingual Fine-Tuning. ACL/IJCNLP (1) 2021: 3403-3417 - [c143]Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei:
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment. ACL/IJCNLP (1) 2021: 3418-3430 - [c142]Yuekai Zhao, Li Dong, Yelong Shen, Zhihua Zhang, Furu Wei, Weizhu Chen:
Memory-Efficient Differentiable Transformer Architecture Search. ACL/IJCNLP (Findings) 2021: 4254-4264 - [c141]Yaru Hao, Li Dong, Hangbo Bao, Ke Xu, Furu Wei:
Learning to Sample Replacements for ELECTRA Pre-Training. ACL/IJCNLP (Findings) 2021: 4495-4506 - [c140]Shuo Ren, Long Zhou, Shujie Liu, Furu Wei, Ming Zhou, Shuai Ma:
SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation. ACL/IJCNLP (1) 2021: 4518-4527 - [c139]Xin Sun
Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding. ACL/IJCNLP (1) 2021: 5937-5947 - [c138]Nan Yang, Furu Wei, Binxing Jiao, Daxing Jiang, Linjun Yang:
xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering. ACL/IJCNLP (1) 2021: 6120-6129 - [c137]Guanhua Chen, Shuming Ma, Yun Chen, Li Dong, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei:
Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders. EMNLP (1) 2021: 15-26 - [c136]Wangchunshu Zhou, Tao Ge, Canwen Xu, Ke Xu, Furu Wei:
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting. EMNLP (1) 2021: 571-582 - [c135]Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Saksham Singhal, Xian-Ling Mao, Heyan Huang, Xia Song, Furu Wei:
mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs. EMNLP (1) 2021: 1671-1683 - [c134]Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei:
Allocating Large Vocabulary Capacity for Cross-Lingual Language Model Pre-Training. EMNLP (1) 2021: 3203-3215 - [c133]Zilong Wang, Yiheng Xu
LayoutReader: Pre-training of Text and Layout for Reading Order Detection. EMNLP (1) 2021: 4735-4744 - [c132]Jiaqi Bai, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Zhoujun Li
Jointly Learning to Repair Code and Generate Commit Message. EMNLP (1) 2021: 9784-9795 - [c131]Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei:
Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression. EMNLP (1) 2021: 10653-10659 - [c130]Chengyi Wang, Yu Wu, Yao Qian, Ken'ichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang:
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data. ICML 2021: 10937-10947 - [c129]Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei:
Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge. NAACL-HLT 2021: 2139-2145 - [c128]Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou:
InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training. NAACL-HLT 2021: 3576-3588 - [c127]Jian Yang, Juncheng Wan, Shuming Ma, Haoyang Huang, Dongdong Zhang, Yong Yu, Zhoujun Li, Furu Wei:
Learning to Select Relevant Knowledge for Neural Machine Translation. NLPCC (1) 2021: 79-91 - [c126]Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan, Xia Song, Furu Wei:
Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task. WMT@EMNLP 2021: 446-455 - [i102]Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei:
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting. CoRR abs/2101.00416 (2021) - [i101]Chengyi Wang, Yu Wu, Yao Qian, Ken'ichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang:
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data. CoRR abs/2101.07597 (2021) - [i100]Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei:
Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge. CoRR abs/2104.02704 (2021) - [i99]Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei:
mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs. CoRR abs/2104.08692 (2021) - [i98]Damai Dai, Li Dong, Yaru Hao, Zhifang Sui, Furu Wei:
Knowledge Neurons in Pretrained Transformers. CoRR abs/2104.08696 (2021) - [i97]Guanhua Chen, Shuming Ma, Yun Chen, Li Dong, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei:
Zero-shot Cross-lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders. CoRR abs/2104.08757 (2021) - [i96]Yiheng Xu
LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding. CoRR abs/2104.08836 (2021) - [i95]Yuekai Zhao, Li Dong, Yelong Shen, Zhihua Zhang, Furu Wei, Weizhu Chen:
Memory-Efficient Differentiable Transformer Architecture Search. CoRR abs/2105.14669 (2021) - [i94]Shengqiang Zhang, Xingxing Zhang, Hangbo Bao, Furu Wei:
Attention Temperature Matters in Abstractive Summarization Distillation. CoRR abs/2106.03441 (2021) - [i93]Xin Sun
Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding. CoRR abs/2106.04970 (2021) - [i92]Tengchao Lv, Lei Cui, Momcilo Vasilijevic, Furu Wei:
VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization. CoRR abs/2106.05606 (2021) - [i91]Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei:
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment. CoRR abs/2106.06381 (2021) - [i90]Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei:
Consistency Regularization for Cross-Lingual Fine-Tuning. CoRR abs/2106.08226 (2021) - [i89]Hangbo Bao, Li Dong, Furu Wei:
BEiT: BERT Pre-Training of Image Transformers. CoRR abs/2106.08254 (2021) - [i88]Yunzhi Yao, Shaohan Huang, Wenhui Wang, Li Dong, Furu Wei:
Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains. CoRR abs/2106.13474 (2021) - [i87]Yaru Hao, Li Dong, Hangbo Bao, Ke Xu, Furu Wei:
Learning to Sample Replacements for ELECTRA Pre-Training. CoRR abs/2106.13715 (2021) - [i86]Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei:
DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders. CoRR abs/2106.13736 (2021) - [i85]Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei:
XLM-E: Cross-lingual Language Model Pre-training via ELECTRA. CoRR abs/2106.16138 (2021) - [i84]Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei:
LayoutReader: Pre-training of Text and Layout for Reading Order Detection. CoRR abs/2108.11591 (2021) - [i83]Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei:
Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression. CoRR abs/2109.03228 (2021) - [i82]Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei:
Sequence Level Contrastive Learning for Text Summarization. CoRR abs/2109.03481 (2021) - [i81]Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei:
Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training. CoRR abs/2109.07306 (2021) - [i80]Minghao Li
TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models. CoRR abs/2109.10282 (2021) - [i79]Jiaqi Bai, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Zhoujun Li:
Jointly Learning to Repair Code and Generate Commit Message. CoRR abs/2109.12296 (2021) - [i78]Sanyuan Chen, Yu Wu, Chengyi Wang, Zhengyang Chen, Zhuo Chen, Shujie Liu, Jian Wu, Yao Qian, Furu Wei, Jinyu Li, Xiangzhan Yu:
UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training. CoRR abs/2110.05752 (2021) - [i77]Junyi Ao, Rui Wang, Long Zhou, Shujie Liu, Shuo Ren, Yu Wu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei:
SpeechT5: Unified-Modal Encoder-Decoder Pre-training for Spoken Language Processing. CoRR abs/2110.07205 (2021) - [i76]Junlong Li, Yiheng Xu, Lei Cui, Furu Wei:
MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding. CoRR abs/2110.08518 (2021) - [i75]Guanhua Chen, Shuming Ma, Yun Chen, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei:
Towards Making the Most of Multilingual Pretraining for Zero-Shot Neural Machine Translation. CoRR abs/2110.08547 (2021) - [i74]Ting Jiang, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Liangjie Zhang, Qi Zhang:
Improving Non-autoregressive Generation with Mixup Training. CoRR abs/2110.11115 (2021) - [i73]Hangbo Bao, Li Dong, Wenhui Wang, Nan Yang, Furu Wei:
s2s-ft: Fine-Tuning Pretrained Transformer Encoders for Sequence-to-Sequence Learning. CoRR abs/2110.13640 (2021) - [i72]Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Furu Wei:
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing. CoRR abs/2110.13900 (2021) - [i71]Wangyou Zhang, Zhuo Chen, Naoyuki Kanda, Shujie Liu, Jinyu Li, Sefik Emre Eskimez, Takuya Yoshioka, Xiong Xiao, Zhong Meng, Yanmin Qian, Furu Wei:
Separating Long-Form Speech with Group-Wise Permutation Invariant Training. CoRR abs/2110.14142 (2021) - [i70]Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei:
Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task. CoRR abs/2111.02086 (2021) - [i69]Wenhui Wang, Hangbo Bao, Li Dong, Furu Wei:
VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts. CoRR abs/2111.02358 (2021) - [i68]Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei:
Document AI: Benchmarks, Models and Applications. CoRR abs/2111.08609 (2021) - [i67]Ze Liu, Han Hu, Yutong Lin, Zhuliang Yao, Zhenda Xie, Yixuan Wei, Jia Ning, Yue Cao, Zheng Zhang, Li Dong, Furu Wei, Baining Guo:
Swin Transformer V2: Scaling Up Capacity and Resolution. CoRR abs/2111.09883 (2021) - [i66]Zekun Wang, Wenhui Wang, Haichao Zhu, Ming Liu, Bing Qin, Furu Wei:
Distilled Dual-Encoder Model for Vision-Language Understanding. CoRR abs/2112.08723 (2021) - 2020
- [j19]Qingyu Zhou
A Joint Sentence Scoring and Selection Framework for Neural Extractive Document Summarization. IEEE ACM Trans. Audio Speech Lang. Process. 28: 671-681 (2020) - [c125]Zewen Chi, Li Dong, Furu Wei, Wenhui Wang, Xian-Ling Mao, Heyan Huang:
Cross-Lingual Natural Language Generation via Pre-Training. AAAI 2020: 7570-7577 - [c124]Yinuo Guo, Tao Ge, Furu Wei:
Fact-Aware Sentence Split and Rephrase with Permutation Invariant Training. AAAI 2020: 7855-7862 - [c123]Zhongli Li, Wenhui Wang, Li Dong, Furu Wei, Ke Xu:
Harvesting and Refining Question-Answer Pairs for Unsupervised QA. ACL 2020: 6719-6728 - [c122]Minghao Li
DocBank: A Benchmark Dataset for Document Layout Analysis. COLING 2020: 949-960 - [c121]Shaohan Huang, Furu Wei, Lei Cui, Xingxing Zhang, Ming Zhou:
Unsupervised Fine-tuning for Text Clustering. COLING 2020: 5530-5534 - [c120]Qingyu Zhou
At Which Level Should We Extract? An Empirical Analysis on Extractive Document Summarization. COLING 2020: 5617-5628 - [c119]Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao:
Multimodal Matching Transformer for Live Commenting. ECAI 2020: 1998-2005 - [c118]Xiujun Li, Xi Yin, Chunyuan Li, Pengchuan Zhang, Xiaowei Hu, Lei Zhang, Lijuan Wang, Houdong Hu, Li Dong, Furu Wei, Yejin Choi, Jianfeng Gao:
Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks. ECCV (30) 2020: 121-137 - [c117]Wangchunshu Zhou, Tao Ge, Chang Mu, Ke Xu, Furu Wei, Ming Zhou:
Improving Grammatical Error Correction with Machine Translation Pairs. EMNLP (Findings) 2020: 318-328 - [c116]Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang:
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph. EMNLP (1) 2020: 725-736 - [c115]Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei, Ming Zhou:
Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers. EMNLP (Findings) 2020: 1784-1795 - [c114]Wangchunshu Zhou, Tao Ge, Furu Wei, Ming Zhou, Ke Xu:
Scheduled DropHead: A Regularization Method for Transformer Models. EMNLP (Findings) 2020: 1971-1980 - [c113]Yanyan Zou, Xingxing Zhang, Wei Lu
Pre-training for Abstractive Document Summarization by Reinstating Source Text. EMNLP (1) 2020: 3646-3660 - [c112]Mengyun Chen, Tao Ge, Xingxing Zhang, Furu Wei, Ming Zhou:
Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction. EMNLP (1) 2020: 7162-7169 - [c111]Canwen Xu, Wangchunshu Zhou, Tao Ge, Furu Wei, Ming Zhou:
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing. EMNLP (1) 2020: 7859-7869 - [c110]Weijie Su, Xizhou Zhu, Yue Cao, Bin Li, Lewei Lu, Furu Wei, Jifeng Dai:
VL-BERT: Pre-training of Generic Visual-Linguistic Representations. ICLR 2020 - [c109]Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei, Ming Zhou:
Self-Adversarial Learning with Comparative Discrimination for Text Generation. ICLR 2020 - [c108]Hangbo Bao, Li Dong, Furu Wei, Wenhui Wang, Nan Yang, Xiaodong Liu, Yu Wang, Jianfeng Gao, Songhao Piao, Ming Zhou, Hsiao-Wuen Hon:
UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training. ICML 2020: 642-652 - [c107]Zewen Chi, Li Dong, Furu Wei, Xianling Mao, Heyan Huang:
Can Monolingual Pretrained Models Help Cross-Lingual Classification? AACL/IJCNLP 2020: 12-17 - [c106]Yaru Hao, Li Dong, Furu Wei, Ke Xu:
Investigating Learning Dynamics of BERT Fine-Tuning. AACL/IJCNLP 2020: 87-92 - [c105]Canwen Xu, Tao Ge, Chenliang Li, Furu Wei:
UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database. AACL/IJCNLP 2020: 201-211 - [c104]Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Minlie Huang:
Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths. AACL/IJCNLP 2020: 248-257 - [c103]Yiheng Xu
LayoutLM: Pre-training of Text and Layout for Document Image Understanding. KDD 2020: 1192-1200 - [c102]Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li
TableBank: Table Benchmark for Image-based Table Detection and Recognition. LREC 2020: 1918-1925 - [c101]Wenhui Wang, Furu Wei, Li Dong, Hangbo Bao, Nan Yang, Ming Zhou:
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers. NeurIPS 2020 - [c100]Wangchunshu Zhou, Canwen Xu, Tao Ge, Julian J. McAuley, Ke Xu, Furu Wei:
BERT Loses Patience: Fast and Robust Inference with Early Exit. NeurIPS 2020 - [i65]Yinuo Guo, Tao Ge, Furu Wei:
Fact-aware Sentence Split and Rephrase with Permutation Invariant Training. CoRR abs/2001.11383 (2020) - [i64]Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei, Ming Zhou:
Self-Adversarial Learning with Comparative Discrimination for Text Generation. CoRR abs/2001.11691 (2020) - [i63]Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao:
Multimodal Matching Transformer for Live Commenting. CoRR abs/2002.02649 (2020) - [i62]Canwen Xu, Wangchunshu Zhou, Tao Ge, Furu Wei, Ming Zhou:
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing. CoRR abs/2002.02925 (2020) - [i61]Wenhui Wang, Furu Wei, Li Dong, Hangbo Bao, Nan Yang, Ming Zhou:
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers. CoRR abs/2002.10957 (2020) - [i60]Hangbo Bao, Li Dong, Furu Wei, Wenhui Wang, Nan Yang, Xiaodong Liu, Yu Wang, Songhao Piao, Jianfeng Gao, Ming Zhou, Hsiao-Wuen Hon:
UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training. CoRR abs/2002.12804 (2020) - [i59]Yanyan Zou, Xingxing Zhang, Wei Lu, Furu Wei, Ming Zhou:
STEP: Sequence-to-Sequence Transformer Pre-training for Document Summarization. CoRR abs/2004.01853 (2020) - [i58]Qingyu Zhou, Furu Wei, Ming Zhou:
Learning to Summarize Passages: Mining Passage-Summary Pairs from Wikipedia Revision Histories. CoRR abs/2004.02592 (2020) - [i57]Qingyu Zhou, Furu Wei, Ming Zhou:
At Which Level Should We Extract? An Empirical Study on Extractive Document Summarization. CoRR abs/2004.02664 (2020) - [i56]Xiujun Li, Xi Yin, Chunyuan Li, Pengchuan Zhang, Xiaowei Hu, Lei Zhang, Lijuan Wang, Houdong Hu, Li Dong, Furu Wei, Yejin Choi, Jianfeng Gao:
Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks. CoRR abs/2004.06165 (2020) - [i55]Yaru Hao, Li Dong, Furu Wei, Ke Xu:
Self-Attention Attribution: Interpreting Information Interactions Inside Transformer. CoRR abs/2004.11207 (2020) - [i54]Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei, Ming Zhou:
Scheduled DropHead: A Regularization Method for Transformer Models. CoRR abs/2004.13342 (2020) - [i53]Zhongli Li, Wenhui Wang, Li Dong, Furu Wei, Ke Xu:
Harvesting and Refining Question-Answer Pairs for Unsupervised QA. CoRR abs/2005.02925 (2020) - [i52]Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou:
DocBank: A Benchmark Dataset for Document Layout Analysis. CoRR abs/2006.01038 (2020) - [i51]Wangchunshu Zhou, Canwen Xu, Tao Ge, Julian J. McAuley, Ke Xu, Furu Wei:
BERT Loses Patience: Fast and Robust Inference with Early Exit. CoRR abs/2006.04152 (2020) - [i50]Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou:
InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training. CoRR abs/2007.07834 (2020) - [i49]Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph. CoRR abs/2009.11692 (2020) - [i48]Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Minlie Huang
Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths. CoRR abs/2009.11753 (2020) - [i47]Mengyun Chen, Tao Ge, Xingxing Zhang, Furu Wei, Ming Zhou:
Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction. CoRR abs/2010.03260 (2020) - [i46]Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei, Ming Zhou:
Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers. CoRR abs/2010.08242 (2020) - [i45]Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou:
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding. CoRR abs/2012.14740 (2020) - [i44]Shuming Ma, Jian Yang, Haoyang Huang, Zewen Chi, Li Dong, Dongdong Zhang, Hany Hassan Awadalla, Alexandre Muzio, Akiko Eriguchi, Saksham Singhal, Xia Song, Arul Menezes, Furu Wei:
XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders. CoRR abs/2012.15547 (2020) - [i43]Wenhui Wang, Hangbo Bao, Shaohan Huang, Li Dong, Furu Wei:
MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers. CoRR abs/2012.15828 (2020)
2010 – 2019
- 2019
- [c99]Minghao Hu, Furu Wei, Yuxing Peng, Zhen Huang, Nan Yang, Dongsheng Li:
Read + Verify: Machine Reading Comprehension with Unanswerable Questions. AAAI 2019: 6529-6537 - [c98]Shaohan Huang, Yu Wu, Furu Wei, Zhongzhi Luan:
Dictionary-Guided Editing Networks for Paraphrase Generation. AAAI 2019: 6546-6553 - [c97]Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun:
LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. AAAI 2019: 6810-6817 - [c96]Yu Wu, Furu Wei, Shaohan Huang, Yunli Wang
Response Generation by Context-Aware Prototype Editing. AAAI 2019: 7281-7288 - [c95]Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei, Ming Zhou:
BERT-based Lexical Substitution. ACL (1) 2019: 3368-3373 - [c94]Qingfu Zhu, Lei Cui, Weinan Zhang, Furu Wei, Ting Liu:
Retrieval-Enhanced Adversarial Training for Neural Response Generation. ACL (1) 2019: 3763-3773 - [c93]Haichao Zhu
Learning to Ask Unanswerable Questions for Machine Reading Comprehension. ACL (1) 2019: 4238-4248 - [c92]Xingxing Zhang, Furu Wei, Ming Zhou:
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization. ACL (1) 2019: 5059-5069 - [c91]Tao Ge, Xingxing Zhang, Furu Wei, Ming Zhou:
Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study. ACL (1) 2019: 6059-6064 - [c90]Hangbo Bao, Li Dong, Furu Wei, Wenhui Wang, Nan Yang, Lei Cui, Songhao Piao, Ming Zhou:
Inspecting Unification of Encoding and Matching with Transformer: A Case Study of Machine Reading Comprehension. MRQA@EMNLP 2019: 14-18 - [c89]Weike Jin, Zhou Zhao, Mao Gu, Jun Xiao, Furu Wei, Yueting Zhuang:
Video Dialog via Progressive Inference and Cross-Transformer. EMNLP/IJCNLP (1) 2019: 2109-2118 - [c88]Yaru Hao, Li Dong, Furu Wei, Ke Xu:
Visualizing and Understanding the Effectiveness of BERT. EMNLP/IJCNLP (1) 2019: 4141-4150 - [c87]Li Dong, Nan Yang, Wenhui Wang, Furu Wei, Xiaodong Liu, Yu Wang, Jianfeng Gao, Ming Zhou, Hsiao-Wuen Hon:
Unified Language Model Pre-training for Natural Language Understanding and Generation. NeurIPS 2019: 13042-13054 - [c86]Weikang Li, Xingxing Zhang, Yunfang Wu, Furu Wei, Ming Zhou:
Document-Based Question Answering Improves Query-Focused Multi-document Summarization. NLPCC (2) 2019: 41-52 - [c85]Hangbo Bao, Shaohan Huang, Furu Wei, Lei Cui, Yu Wu, Chuanqi Tan, Songhao Piao, Ming Zhou:
Neural Melody Composition from Lyrics. NLPCC (1) 2019: 499-511 - [i42]Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li:
TableBank: Table Benchmark for Image-based Table Detection and Recognition. CoRR abs/1903.01949 (2019) - [i41]Ruochen Xu, Tao Ge, Furu Wei:
Formality Style Transfer with Hybrid Textual Annotations. CoRR abs/1903.06353 (2019) - [i40]Li Dong, Nan Yang, Wenhui Wang, Furu Wei, Xiaodong Liu, Yu Wang, Jianfeng Gao, Ming Zhou, Hsiao-Wuen Hon:
Unified Language Model Pre-training for Natural Language Understanding and Generation. CoRR abs/1905.03197 (2019) - [i39]Xingxing Zhang, Furu Wei, Ming Zhou:
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization. CoRR abs/1905.06566 (2019) - [i38]Haichao Zhu, Li Dong, Furu Wei, Wenhui Wang, Bing Qin, Ting Liu:
Learning to Ask Unanswerable Questions for Machine Reading Comprehension. CoRR abs/1906.06045 (2019) - [i37]Yaru Hao, Li Dong, Furu Wei, Ke Xu:
Visualizing and Understanding the Effectiveness of BERT. CoRR abs/1908.05620 (2019) - [i36]Weijie Su, Xizhou Zhu, Yue Cao, Bin Li, Lewei Lu, Furu Wei, Jifeng Dai:
VL-BERT: Pre-training of Generic Visual-Linguistic Representations. CoRR abs/1908.08530 (2019) - [i35]Yi Zhang, Tao Ge, Furu Wei, Ming Zhou, Xu Sun:
Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting. CoRR abs/1909.06002 (2019) - [i34]Zewen Chi, Li Dong, Furu Wei, Wenhui Wang, Xianling Mao, Heyan Huang:
Cross-Lingual Natural Language Generation via Pre-Training. CoRR abs/1909.10481 (2019) - [i33]Wangchunshu Zhou, Tao Ge, Chang Mu, Ke Xu, Furu Wei, Ming Zhou:
Improving Grammatical Error Correction with Machine Translation Pairs. CoRR abs/1911.02825 (2019) - [i32]Haichao Zhu
Transforming Wikipedia into Augmented Data for Query-Focused Summarization. CoRR abs/1911.03324 (2019) - [i31]Zewen Chi, Li Dong, Furu Wei, Xianling Mao, Heyan Huang:
Can Monolingual Pretrained Models Help Cross-Lingual Classification? CoRR abs/1911.03913 (2019) - [i30]Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou:
LayoutLM: Pre-training of Text and Layout for Document Image Understanding. CoRR abs/1912.13318 (2019) - 2018
- [j18]Chuanqi Tan
Context-Aware Answer Sentence Selection With Hierarchical Gated Recurrent Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 26(3): 540-549 (2018) - [j17]Pengjie Ren, Zhumin Chen, Zhaochun Ren
Sentence Relations for Extractive Summarization with Deep Neural Networks. ACM Trans. Inf. Syst. 36(4): 39:1-39:32 (2018) - [c84]Ziqiang Cao, Furu Wei, Wenjie Li, Sujian Li:
Faithful to the Original: Fact Aware Neural Abstractive Summarization. AAAI 2018: 4784-4791 - [c83]Qingyu Zhou, Nan Yang, Furu Wei, Ming Zhou:
Sequential Copying Networks. AAAI 2018: 4987-4995 - [c82]Chuanqi Tan, Furu Wei, Nan Yang, Bowen Du, Weifeng Lv, Ming Zhou:
S-Net: From Answer Extraction to Answer Synthesis for Machine Reading Comprehension. AAAI 2018: 5940-5947 - [c81]Haichao Zhu
Hierarchical Attention Flow for Multiple-Choice Reading Comprehension. AAAI 2018: 6077-6085 - [c80]Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei:
Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization. ACL (1) 2018: 152-161 - [c79]Lei Cui, Furu Wei, Ming Zhou:
Neural Open Information Extraction. ACL (2) 2018: 407-413 - [c78]Qingyu Zhou
Neural Document Summarization by Jointly Learning to Score and Select Sentences. ACL (1) 2018: 654-663 - [c77]Tao Ge, Furu Wei, Ming Zhou:
Fluency Boost Learning and Inference for Neural Grammatical Error Correction. ACL (1) 2018: 1055-1065 - [c76]Xingxing Zhang, Mirella Lapata, Furu Wei, Ming Zhou:
Neural Latent Extractive Document Summarization. EMNLP 2018: 779-784 - [c75]Minghao Hu, Yuxing Peng, Furu Wei, Zhen Huang, Dongsheng Li, Nan Yang, Ming Zhou:
Attention-Guided Answer Distillation for Machine Reading Comprehension. EMNLP 2018: 2077-2086 - [c74]Tao Ge, Qing Dou, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou:
Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition. EMNLP 2018: 2496-2506 - [c73]Chaoqun Duan, Lei Cui, Xinchi Chen, Furu Wei, Conghui Zhu, Tiejun Zhao:
Attention-Fused Deep Matching Network for Natural Language Inference. IJCAI 2018: 4033-4040 - [c72]Minghao Hu, Yuxing Peng, Zhen Huang, Xipeng Qiu
Reinforced Mnemonic Reader for Machine Reading Comprehension. IJCAI 2018: 4099-4106 - [c71]Chuanqi Tan, Furu Wei, Wenhui Wang, Weifeng Lv, Ming Zhou:
Multiway Attention Networks for Modeling Sentence Pairs. IJCAI 2018: 4411-4417 - [c70]Hongyuan Zhu, Qi Liu, Nicholas Jing Yuan, Chuan Qin
XiaoIce Band: A Melody and Arrangement Generation Framework for Pop Music. KDD 2018: 2837-2846 - [c69]Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou:
EventWiki: A Knowledge Base of Major Events. LREC 2018 - [c68]Chuanqi Tan, Furu Wei, Qingyu Zhou
I Know There Is No Answer: Modeling Answer Validation for Machine Reading Comprehension. NLPCC (1) 2018: 85-97 - [c67]Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou:
SeRI: A Dataset for Sub-event Relation Inference from an Encyclopedia. NLPCC (2) 2018: 268-277 - [i29]Furu Wei:
Improv Chat: Second Response Generation for Chatbot. CoRR abs/1805.03900 (2018) - [i28]Lei Cui, Furu Wei, Ming Zhou:
Neural Open Information Extraction. CoRR abs/1805.04270 (2018) - [i27]Yu Wu, Furu Wei, Shaohan Huang, Zhoujun Li, Ming Zhou:
Response Generation by Context-aware Prototype Editing. CoRR abs/1806.07042 (2018) - [i26]Shaohan Huang, Yu Wu, Furu Wei, Ming Zhou:
Dictionary-Guided Editing Networks for Paraphrase Generation. CoRR abs/1806.08077 (2018) - [i25]Tao Ge, Furu Wei, Ming Zhou:
Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study. CoRR abs/1807.01270 (2018) - [i24]Qingyu Zhou, Nan Yang, Furu Wei, Ming Zhou:
Sequential Copying Networks. CoRR abs/1807.02301 (2018) - [i23]Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, Ming Zhou, Tiejun Zhao:
Neural Document Summarization by Jointly Learning to Score and Select Sentences. CoRR abs/1807.02305 (2018) - [i22]Minghao Hu, Furu Wei, Yuxing Peng, Zhen Huang, Nan Yang, Ming Zhou:
Read + Verify: Machine Reading Comprehension with Unanswerable Questions. CoRR abs/1808.05759 (2018) - [i21]Xingxing Zhang, Mirella Lapata, Furu Wei, Ming Zhou:
Neural Latent Extractive Document Summarization. CoRR abs/1808.07187 (2018) - [i20]Minghao Hu, Yuxing Peng, Furu Wei, Zhen Huang, Dongsheng Li, Nan Yang, Ming Zhou:
Attention-Guided Answer Distillation for Machine Reading Comprehension. CoRR abs/1808.07644 (2018) - [i19]Qingfu Zhu, Lei Cui, Weinan Zhang, Furu Wei, Yining Chen, Ting Liu:
Retrieval-Enhanced Adversarial Training for Neural Response Generation. CoRR abs/1809.04276 (2018) - [i18]Hangbo Bao, Shaohan Huang, Furu Wei, Lei Cui, Yu Wu, Chuanqi Tan, Songhao Piao, Ming Zhou:
Neural Melody Composition from Lyrics. CoRR abs/1809.04318 (2018) - [i17]Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun:
LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. CoRR abs/1809.04938 (2018) - [i16]Shuming Ma, Lei Cui, Furu Wei, Xu Sun:
Unsupervised Machine Commenting with Neural Variational Topic Model. CoRR abs/1809.04960 (2018) - [i15]Shaohan Huang, Yu Wu, Furu Wei, Ming Zhou:
Text Morphing. CoRR abs/1810.00341 (2018) - 2017
- [c66]Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei:
Improving Multi-Document Summarization via Text Classification. AAAI 2017: 3053-3059 - [c65]Lei Cui, Shaohan Huang, Furu Wei, Chuanqi Tan, Chaoqun Duan, Ming Zhou:
SuperAgent: A Customer Service Chatbot for E-commerce Websites. ACL (System Demonstrations) 2017: 97-102 - [c64]Wenhui Wang, Nan Yang, Furu Wei, Baobao Chang, Ming Zhou:
Gated Self-Matching Networks for Reading Comprehension and Question Answering. ACL (1) 2017: 189-198 - [c63]Qingyu Zhou
Selective Encoding for Abstractive Sentence Summarization. ACL (1) 2017: 1095-1104 - [c62]Li Dong, Shaohan Huang, Furu Wei, Mirella Lapata, Ming Zhou, Ke Xu:
Learning to Generate Product Reviews from Attributes. EACL (1) 2017: 623-632 - [c61]Chuanqi Tan, Furu Wei, Pengjie Ren, Weifeng Lv, Ming Zhou:
Entity Linking for Queries by Searching Wikipedia Sentences. EMNLP 2017: 68-77 - [c60]Qingyu Zhou
Neural Question Generation from Text: A Preliminary Study. NLPCC 2017: 662-671 - [c59]Pengjie Ren, Zhumin Chen, Zhaochun Ren, Furu Wei, Jun Ma, Maarten de Rijke
Leveraging Contextual Sentence Relations for Extractive Summarization Using a Neural Attention Model. SIGIR 2017: 95-104 - [i14]Qingyu Zhou, Nan Yang, Furu Wei, Chuanqi Tan, Hangbo Bao, Ming Zhou:
Neural Question Generation from Text: A Preliminary Study. CoRR abs/1704.01792 (2017) - [i13]Chuanqi Tan, Furu Wei, Pengjie Ren, Weifeng Lv, Ming Zhou:
Entity Linking for Queries by Searching Wikipedia Sentences. CoRR abs/1704.02788 (2017) - [i12]Qingyu Zhou, Nan Yang, Furu Wei, Ming Zhou:
Selective Encoding for Abstractive Sentence Summarization. CoRR abs/1704.07073 (2017) - [i11]Chuanqi Tan, Furu Wei, Nan Yang, Weifeng Lv, Ming Zhou:
S-Net: From Answer Extraction to Answer Generation for Machine Reading Comprehension. CoRR abs/1706.04815 (2017) - [i10]Ziqiang Cao, Furu Wei, Wenjie Li, Sujian Li:
Faithful to the Original: Fact Aware Neural Abstractive Summarization. CoRR abs/1711.04434 (2017) - 2016
- [j16]Li Dong, Furu Wei, Ke Xu, Shixia Liu
Adaptive Multi-Compositionality for Recursive Neural Network Models. IEEE ACM Trans. Audio Speech Lang. Process. 24(3): 422-431 (2016) - [j15]Yang Liu, Sujian Li, Furu Wei, Heng Ji:
Relation Classification Via Modeling Augmented Dependency Paths. IEEE ACM Trans. Audio Speech Lang. Process. 24(9): 1589-1598 (2016) - [j14]Duyu Tang, Furu Wei, Bing Qin, Nan Yang, Ting Liu, Ming Zhou:
Sentiment Embeddings with Applications to Sentiment Analysis. IEEE Trans. Knowl. Data Eng. 28(2): 496-509 (2016) - [j13]Mengchen Liu, Shixia Liu
An Uncertainty-Aware Approach for Exploratory Microblog Retrieval. IEEE Trans. Vis. Comput. Graph. 22(1): 250-259 (2016) - [c58]Ziqiang Cao, Chengyao Chen, Wenjie Li, Sujian Li, Furu Wei, Ming Zhou:
TGSum: Build Tweet Guided Multi-Document Summarization Dataset. AAAI 2016: 2906-2912 - [c57]Pengjie Ren, Furu Wei, Zhumin Chen, Jun Ma, Ming Zhou:
A Redundancy-Aware Sentence Regression Framework for Extractive Summarization. COLING 2016: 33-43 - [c56]Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei, Yanran Li:
AttSum: Joint Learning of Focusing and Summarization with Neural Attention. COLING 2016: 547-556 - [c55]Chuanqi Tan, Furu Wei, Li Dong, Weifeng Lv, Ming Zhou:
Solving and Generating Chinese Character Riddles. EMNLP 2016: 846-855 - [c54]Yichun Yin, Furu Wei, Li Dong, Kaimeng Xu, Ming Zhang, Ming Zhou:
Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction. IJCAI 2016: 2979-2985 - [i9]Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei:
AttSum: Joint Learning of Focusing and Summarization with Neural Attention. CoRR abs/1604.00125 (2016) - [i8]Yichun Yin, Furu Wei, Li Dong, Kaimeng Xu, Ming Zhang, Ming Zhou:
Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction. CoRR abs/1605.07843 (2016) - [i7]Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei:
Improving Multi-Document Summarization via Text Classification. CoRR abs/1611.09238 (2016) - 2015
- [j12]Dehong Gao, Furu Wei, Wenjie Li
Cross-lingual Sentiment Lexicon Learning With Bilingual Word Graph Label Propagation. Comput. Linguistics 41(1): 21-40 (2015) - [j11]Li Dong, Furu Wei, Shujie Liu, Ming Zhou, Ke Xu:
A Statistical Parsing Framework for Sentiment Classification. Comput. Linguistics 41(2): 293-336 (2015) - [j10]Duyu Tang, Bing Qin, Furu Wei, Li Dong, Ting Liu, Ming Zhou:
A Joint Segmentation and Classification Framework for Sentence Level Sentiment Classification. IEEE ACM Trans. Audio Speech Lang. Process. 23(11): 1750-1761 (2015) - [c53]Ziqiang Cao, Furu Wei, Li Dong, Sujian Li, Ming Zhou:
Ranking with Recursive Neural Networks and Its Application to Multi-Document Summarization. AAAI 2015: 2153-2159 - [c52]Li Dong, Furu Wei, Ming Zhou, Ke Xu:
Question Answering over Freebase with Multi-Column Convolutional Neural Networks. ACL (1) 2015: 260-269 - [c51]Yang Liu, Furu Wei, Sujian Li, Heng Ji, Ming Zhou, Houfeng Wang:
A Dependency-Based Neural Network for Relation Classification. ACL (2) 2015: 285-290 - [c50]Ziqiang Cao, Furu Wei, Sujian Li, Wenjie Li, Ming Zhou, Houfeng Wang:
Learning Summary Prior Representation for Extractive Summarization. ACL (2) 2015: 829-833 - [c49]Zhou Zhao, Furu Wei, Ming Zhou, Wilfred Ng
Cold-Start Expert Finding in Community Question Answering via Graph Regularization. DASFAA (1) 2015: 21-38 - [c48]Zhou Zhao, Furu Wei, Ming Zhou, Weikeng Chen, Wilfred Ng
Crowd-Selection Query Processing in Crowdsourcing Databases: A Task-Driven Approach. EDBT 2015: 397-408 - [c47]Li Dong, Furu Wei, Hong Sun, Ming Zhou, Ke Xu:
A Hybrid Neural Model for Type Classification of Entity Mentions. IJCAI 2015: 1243-1249 - [c46]Li Dong, Furu Wei, Yichun Yin, Ming Zhou, Ke Xu:
Splusplus: A Feature-Rich Two-stage Classifier for Sentiment Analysis of Tweets. SemEval@NAACL-HLT 2015: 515-519 - [i6]Xiaojun Wan, Ziqiang Cao, Furu Wei, Sujian Li, Ming Zhou:
Multi-Document Summarization via Discriminative Summary Reranking. CoRR abs/1507.02062 (2015) - [i5]Yang Liu, Furu Wei, Sujian Li, Heng Ji, Ming Zhou, Houfeng Wang:
A Dependency-Based Neural Network for Relation Classification. CoRR abs/1507.04646 (2015) - [i4]Ziqiang Cao, Chengyao Chen, Wenjie Li, Sujian Li, Furu Wei, Ming Zhou:
TGSum: Build Tweet Guided Multi-Document Summarization Dataset. CoRR abs/1511.08417 (2015) - [i3]Mengchen Liu, Shixia Liu, Xizhou Zhu, Qinying Liao, Furu Wei, Shimei Pan:
An Uncertainty-Aware Approach for Exploratory Microblog Retrieval. CoRR abs/1512.04038 (2015) - 2014
- [c45]Li Dong, Furu Wei, Ming Zhou, Ke Xu:
Adaptive Multi-Compositionality for Recursive Neural Models with Applications to Sentiment Analysis. AAAI 2014: 1537-1543 - [c44]Li Dong, Furu Wei, Chuanqi Tan, Duyu Tang, Ming Zhou, Ke Xu:
Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment Classification. ACL (2) 2014: 49-54 - [c43]Duyu Tang, Furu Wei, Nan Yang, Ming Zhou, Ting Liu, Bing Qin:
Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification. ACL (1) 2014: 1555-1565 - [c42]Zhou Zhao, James Cheng, Furu Wei, Ming Zhou, Wilfred Ng
SocialTransfer: Transferring Social Knowledge for Cold-Start Cowdsourcing. CIKM 2014: 779-788 - [c41]Duyu Tang, Furu Wei, Bing Qin, Ming Zhou, Ting Liu:
Building Large-Scale Twitter-Specific Sentiment Lexicon : A Representation Learning Approach. COLING 2014: 172-182 - [c40]Duyu Tang, Furu Wei, Bing Qin, Li Dong, Ting Liu, Ming Zhou:
A Joint Segmentation and Classification Framework for Sentiment Analysis. EMNLP 2014: 477-487 - [c39]Hong Sun, Furu Wei, Ming Zhou:
Answer Extraction with Multiple Extraction Engines for Web-Based Question Answering. NLPCC 2014: 321-332 - [c38]Duyu Tang, Furu Wei, Bing Qin, Ting Liu, Ming Zhou:
Coooolll: A Deep Learning System for Twitter Sentiment Classification. SemEval@COLING 2014: 208-212 - [i2]Li Dong, Furu Wei, Shujie Liu, Ming Zhou, Ke Xu:
A Statistical Parsing Framework for Sentiment Classification. CoRR abs/1401.6330 (2014) - 2013
- [j9]Wei Wang, Sujian Li, Jiwei Li, Wenjie Li
Exploring hypergraph-based semi-supervised ranking for query-oriented summarization. Inf. Sci. 237: 271-286 (2013) - [j8]Xiaohua Liu, Furu Wei, Shaodian Zhang, Ming Zhou:
Named entity recognition for tweets. ACM Trans. Intell. Syst. Technol. 4(1): 3:1-3:15 (2013) - [j7]Yangqiu Song, Shimei Pan, Shixia Liu
Constrained Text Coclustering with Supervised and Unsupervised Constraints. IEEE Trans. Knowl. Data Eng. 25(6): 1227-1239 (2013) - [c37]Li Dong, Furu Wei, Yajuan Duan, Xiaohua Liu, Ming Zhou, Ke Xu:
The Automated Acquisition of Suggestions from Tweets. AAAI 2013: 239-245 - [c36]Dehong Gao, Furu Wei, Wenjie Li, Xiaohua Liu, Ming Zhou:
Co-Training Based Bilingual Sentiment Lexicon Learning. AAAI (Late-Breaking Developments) 2013 - [c35]Xiaohua Liu, Yitong Li, Haocheng Wu, Ming Zhou, Furu Wei, Yi Lu:
Entity Linking for Tweets. ACL (1) 2013: 1304-1311 - 2012
- [c34]Xiaohua Liu, Zhongyang Fu, Furu Wei, Ming Zhou:
Collective Nominal Semantic Role Labeling for Tweets. AAAI 2012: 1685-1691 - [c33]Xiaohua Liu, Xiangyang Zhou, Zhongyang Fu, Furu Wei, Ming Zhou:
Exacting Social Events for Tweets Using a Factor Graph. AAAI 2012: 1692-1698 - [c32]Xiaohua Liu, Furu Wei, Ming Zhou:
QuickView: NLP-based Tweet Search. ACL (System Demonstrations) 2012: 13-18 - [c31]Xiaohua Liu, Ming Zhou, Xiangyang Zhou, Zhongyang Fu, Furu Wei:
Joint Inference of Named Entity Recognition and Normalization for Tweets. ACL (1) 2012: 526-535 - [c30]Xinfan Meng, Furu Wei, Xiaohua Liu, Ming Zhou, Ge Xu, Houfeng Wang:
Cross-Lingual Mixture Model for Sentiment Classification. ACL (1) 2012: 572-581 - [c29]Mengdie Hu, Shixia Liu, Furu Wei, Yingcai Wu, John T. Stasko, Kwan-Liu Ma:
Breaking news on twitter. CHI 2012: 2751-2754 - [c28]Yajuan Duan, Furu Wei, Ming Zhou, Heung-Yeung Shum:
Graph-based collective classification for tweets. CIKM 2012: 2323-2326 - [c27]Yajuan Duan, Zhimin Chen, Furu Wei, Ming Zhou, Heung-Yeung Shum:
Twitter Topic Summarization by Ranking Tweets using Social Influence and Content Quality. COLING 2012: 763-780 - [c26]Xinfan Meng, Furu Wei, Ge Xu, Longkai Zhang, Xiaohua Liu, Ming Zhou, Houfeng Wang:
Lost in Translations? Building Sentiment Lexicons using Context Based Machine Translation. COLING (Posters) 2012: 829-838 - [c25]Xiaohua Liu, Yitong Li, Furu Wei, Ming Zhou:
Graph-Based Multi-Tweet Summarization using Social Signals. COLING 2012: 1699-1714 - [c24]Xinfan Meng, Furu Wei, Xiaohua Liu, Ming Zhou, Sujian Li, Houfeng Wang:
Entity-centric topic-oriented opinion summarization in twitter. KDD 2012: 379-387 - 2011
- [j6]Yingcai Wu, Thomas Provan, Furu Wei, Shixia Liu
Semantic-Preserving Word Clouds by Seam Carving. Comput. Graph. Forum 30(3): 741-750 (2011) - [c23]Xiaohua Liu, Shaodian Zhang, Furu Wei, Ming Zhou:
Recognizing Named Entities in Tweets. ACL 2011: 359-367 - [c22]Xiaolong Wang, Furu Wei, Xiaohua Liu, Ming Zhou, Ming Zhang:
Topic sentiment analysis in twitter: a graph-based hashtag sentiment classification approach. CIKM 2011: 1031-1040 - [c21]Xiaohua Liu, Long Jiang, Furu Wei, Ming Zhou:
QuickView: advanced search of tweets. SIGIR 2011: 1275-1276 - [p1]Furu Wei, Wenjie Li
Document-Aware Graph Models for Query-Oriented Multi-document Summarization. Multimedia Analysis, Processing and Communications 2011: 655-678 - 2010
- [j5]Weiwei Cui, Yingcai Wu, Shixia Liu
Context-Preserving, Dynamic Word Cloud Visualization. IEEE Computer Graphics and Applications 30(6): 42-53 (2010) - [j4]Furu Wei, Wenjie Li
iRANK: A rank-learn-combine framework for unsupervised ensemble ranking. J. Assoc. Inf. Sci. Technol. 61(6): 1232-1243 (2010) - [j3]Furu Wei, Wenjie Li
A document-sensitive graph model for multi-document summarization. Knowl. Inf. Syst. 22(2): 245-259 (2010) - [j2]Yingcai Wu, Furu Wei, Shixia Liu
OpinionSeer: Interactive Visualization of Hotel Customer Feedback. IEEE Trans. Vis. Comput. Graph. 16(6): 1109-1118 (2010) - [c20]Yangqiu Song, Shimei Pan, Shixia Liu, Furu Wei, Michelle X. Zhou, Weihong Qian:
Constrained Coclustering for Textual Documents. AAAI 2010: 581-586 - [c19]Weiwei Cui, Yingcai Wu, Shixia Liu, Furu Wei, Michelle X. Zhou, Huamin Qu:
Context preserving dynamic word cloud visualization. PacificVis 2010: 121-128 - [c18]Xiaoxun Zhang, Ethan Zhang, Bin Song, Furu Wei:
Towards Building an Integrated Information Platform for Eco-city. ICEBE 2010: 393-398 - [c17]Lei Shi, Furu Wei, Shixia Liu, Li Tan, Xiaoxiao Lian, Michelle X. Zhou:
Understanding text corpora with multiple facets. IEEE VAST 2010: 99-106 - [c16]Lei Shi, Weihong Qian, Furu Wei, Li Tan:
VisWorks text and network visual analytics: VAST 2010 Mini Challenge 1 award: "Effective interactive visualization of document contents". IEEE VAST 2010: 269-270 - [c15]Lei Huang, Yanxiang He, Furu Wei, Wenjie Li
Modeling Document Summarization as Multi-objective Optimization. IITSI 2010: 382-386 - [c14]Furu Wei, Shixia Liu, Yangqiu Song
TIARA: a visual exploratory text analytic system. KDD 2010: 153-162
2000 – 2009
- 2009
- [j1]Furu Wei, Wenjie Li
Applying two-level reinforcement ranking in query-oriented multidocument summarization. J. Assoc. Inf. Sci. Technol. 60(10): 2119-2131 (2009) - [c13]Furu Wei, Wenjie Li, Yanxiang He:
Co-Feedback Ranking for Query-Focused Summarization. ACL/IJCNLP (2) 2009: 117-120 - [c12]Furu Wei, Wenjie Li
iRANK: an interactive ranking framework and its application in query-focused summarization. CIKM 2009: 1557-1560 - [c11]Wei Wang, Furu Wei, Wenjie Li
HyperSum: hypergraph based semi-supervised sentence ranking for query-oriented summarization. CIKM 2009: 1855-1858 - [c10]Furu Wei, Yanxiang He, Wenjie Li
Query-Oriented Summarization Based on Neighborhood Graph Model. ICCPOL 2009: 156-167 - [c9]Ouyang You, Wenjie Li
Learning Similarity Functions in Graph-Based Document Summarization. ICCPOL 2009: 189-200 - 2008
- [c8]Wenjie Li, Peng Zhang, Furu Wei, Yuexian Hou, Qin Lu:
A Novel Feature-based Approach to Chinese Entity Relation Extraction. ACL (2) 2008: 89-92 - [c7]Wenjie Li, Furu Wei, Qin Lu, Yanxiang He:
PNR2: Ranking Sentences with Positive and Negative Reinforcement for Query-Oriented Update Summarization. COLING 2008: 489-496 - [c6]Furu Wei, Wenjie Li
A Cluster-Sensitive Graph Model for Query-Oriented Multi-document Summarization. ECIR 2008: 446-453 - [c5]Furu Wei, Yanxiang He, Wenjie Li
A Query-Sensitive Graph-Based Sentence Ranking Algorithm for Query-Oriented Multi-document Summarization. ISIP 2008: 9-13 - [c4]Peng Zhang, Wenjie Li, Furu Wei, Qin Lu, Yuexian Hou:
Exploiting the Role of Position Feature in Chinese Relation Extraction. LREC 2008 - [c3]Wenjie Li
Exploiting the Role of Named Entities in Query-Oriented Document Summarization. PRICAI 2008: 740-749 - [c2]Furu Wei, Wenjie Li
Query-sensitive mutual reinforcement chain and its application in query-oriented multi-document summarization. SIGIR 2008: 283-290 - [i1]Wenjie Li, Ouyang You, Yi Hu, Furu Wei:
PolyU at TAC 2008. TAC 2008 - 2005
- [c1]Furu Wei, Min Peng, Wei Zhang, Yanxiang He:
An Application of FIPA-ACL Based Agent Communication in Mobile-GPS System. ICWN 2005: 357-360
Coauthor Index
[c242] [i240] [c225] [c193] [c190] [i212] [i198] [i179] [i167] [c183] [c180] [c173] [c155] [c154] [i154] [i149] [i126] [c145] [c133] [i96] [i92] [i84] [i80] [i76] [i68] [c122] [c121] [c119] [c103] [c102] [i63] [i52] [i45] [c97] [c94] [c90] [c85] [i42] [i30] [c79] [c74] [c73] [c69] [c67] [i28] [i19] [i18] [i17] [i16] [c65]
[j31] [j30] [j27] [c245] [c235] [c234] [c233] [i246] [i245] [i240] [i234] [i222] [i221] [i220] [j22] [c220] [c219] [c217] [c215] [c214] [c213] [c212] [c211] [c200] [c199] [c198] [c195] [c194] [c191] [c190] [c189] [i212] [i211] [i200] [i192] [i191] [i190] [i188] [i184] [i182] [i179] [i176] [i173] [j20] [c184] [c182] [c179] [c178] [c177] [c176] [c175] [c174] [c165] [c153] [c152] [c151] [i162] [i160] [i158] [i156] [i155] [i153] [i148] [i147] [i144] [i143] [i141] [i139] [i137] [i129] [i128] [i124] [i123] [i122] [i121] [i120] [i115] [i114] [i111] [i108] [i106] [i105] [i104] [i103] [c150] [c148] [c146] [c144] [c143] [c142] [c141] [c137] [c135] [c134] [c128] [c126] [i99] [i98] [i97] [i95] [i91] [i90] [i89] [i88] [i87] [i86] [i85] [i81] [i73] [i70] [i69] [i67] [c125] [c123] [c118] [c108] [c107] [c106] [c101] [i61] [i60] [i56] [i55] [i53] [i50] [i44] [i43] [c93] [c90] [c88] [c87] [i40] [i38] [i37] [i34] [i32] [i31] [c62] [j16] [c55] [c54] [i8] [j11] [j10] [c53] [c52] [c47] [c46] [c45] [c44] [c40] [i2] [c37]
[c247] [c237] [c229] [c228] [i254] [i241] [i232] [i226] [c208] [c194] [i209] [i204] [i187] [i186] [i177] [i169] [c168] [c164] [c161] [i161] [i159] [i152] [i142] [i114] [i107] [c139] [c136] [c131] [c129] [i102] [i100] [i93] [i83] [c124] [c117] [c114] [c112] [c111] [c109] [c105] [c100] [i65] [i64] [i62] [i54] [i51] [i47] [c95] [c91] [i41] [i35] [i33] [c77] [c74] [c69] [c67] [i25]
[j30] [c254] [c252] [c250] [c249] [c246] [c239] [c236] [c234] [c233] [c232] [i255] [i251] [i250] [i249] [i248] [i245] [i244] [i238] [i237] [i236] [i234] [i233] [i228] [c224] [c223] [c221] [c217] [c215] [c214] [c209] [c205] [c195] [c190] [i212] [i206] [i203] [i199] [i190] [i188] [i184] [i181] [i179] [i178] [i176] [i173] [i172] [c182] [c178] [c174] [c171] [c170] [c152] [c151] [i163] [i162] [i155] [i147] [i141] [i140] [i137] [i132] [i124] [i123] [i120] [i115] [i106] [i105] [c148] [c146] [c144] [c143] [c135] [c134] [c126] [i99] [i91] [i90] [i88] [i86] [i85] [i81] [i74] [i70] [j19] [c122] [c121] [c116] [c104] [c103] [c102] [i52] [i49] [i48] [i43] [c98] [c96] [c85] [i42] [i30] [c78] [i27] [i26] [i23] [i18] [i15] [c65] [c62]
[j29] [j28] [j26] [c238] [i257] [i242] [i231] [i230] [i225] [i215] [c201] [c196] [i214] [i208] [i194] [i183] [j21] [c181] [c172] [c166] [c160] [c159] [c158] [c157] [c156] [i151] [i150] [i146] [i138] [i136] [i125] [i118] [i116] [i109] [c147] [c140] [c132] [c130] [i101] [i79] [i78] [i77] [i72] [i71] [j11] [i2]
[j30] [c233] [i245] [i234] [i224] [i218] [j23] [c220] [c217] [c216] [c215] [c210] [c207] [c197] [c195] [c192] [c190] [i213] [i212] [i210] [i205] [i197] [i190] [i188] [i184] [i179] [i173] [i168] [i166] [c186] [c178] [c177] [c174] [c167] [c164] [c163] [c162] [c152] [i165] [i164] [i161] [i157] [i155] [i148] [i147] [i137] [i134] [i133] [i131] [i127] [i124] [i123] [i115] [i110] [i106] [i105] [c149] [c137] [c135] [c127] [c126] [i99] [i97] [i86] [i85] [i75] [i70] [c119] [i63] [i44] [c97] [i17] [i16]
Xianling Mao
aka: Xian-Ling Mao
aka: Xian-Ling Mao
[j31] [c233] [i245] [i237] [i234] [c211] [c195] [c190] [i212] [i190] [i188] [i179] [i166] [c169] [c153] [i139] [i137] [i128] [i124] [i115] [c148] [c146] [c144] [c128] [i90] [i88] [i73] [i69] [i66] [c125] [c123] [c108] [c101] [i61] [i60] [i53] [i50] [i43] [c93] [c90] [c87] [i40] [i38] [i34] [c71] [c64]
[j31] [c255] [c248] [c243] [c241] [c231] [c226] [i256] [i253] [i252] [i239] [j25] [j24] [c222] [c218] [c206] [i207] [i204] [i193] [i189] [i185] [i180] [i174] [i170] [i135] [i130] [i113] [c138] [c128] [i73] [j19] [c108] [c101] [i61] [i60] [i50] [c99] [c90] [c87] [i40] [j18] [c83] [c82] [c78] [c75] [c68] [i24] [i23] [i22] [i20] [c64] [c63] [c60] [i14] [i12] [i11] [j14] [c43]
[j30] [c251] [c244] [c227] [i247] [j23] [c217] [c216] [c210] [c207] [c204] [c197] [c192] [i213] [i210] [i205] [i202] [i201] [i197] [i195] [c186] [c174] [c167] [c163] [c162] [i165] [i164] [i157] [i155] [i134] [i133] [i131] [i127] [i123] [i119] [i110] [i106] [c149] [c137] [c127] [c126] [i97] [i86] [i75] [i70] [i44]
[c147] [c140] [c132] [c128] [i79] [j19] [c122] [c121] [c120] [c117] [c115] [c114] [c113] [c112] [c111] [c109] [c108] [c103] [c102] [c101] [i64] [i62] [i61] [i60] [i59] [i58] [i57] [i54] [i52] [i50] [i47] [i46] [c96] [c95] [c92] [c91] [c90] [c87] [c86] [c85] [i42] [i40] [i39] [i35] [i33] [i30] [j18] [c83] [c82] [c79] [c78] [c77] [c76] [c75] [c74] [c72] [c71] [c69] [c68] [c67] [i28] [i27] [i26] [i25] [i24] [i23] [i22] [i21] [i20] [i18] [i15] [c65] [c64] [c63] [c62] [c61] [c60] [i14] [i13] [i12] [i11] [j16] [j14] [c58] [c57] [c55] [c54] [i8] [j12] [j11] [j10] [c53] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [i6] [i5] [i4] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [i2] [j8] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21]
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