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NLPCC 2021: Qingdao, China - Part I
- Lu Wang, Yansong Feng, Yu Hong, Ruifang He:
Natural Language Processing and Chinese Computing - 10th CCF International Conference, NLPCC 2021, Qingdao, China, October 13-17, 2021, Proceedings, Part I. Lecture Notes in Computer Science 13028, Springer 2021, ISBN 978-3-030-88479-6
Oral - Fundamentals of NLP
- Xin Tan, Longyin Zhang, Guodong Zhou
:
Coreference Resolution: Are the Eliminated Spans Totally Worthless? 3-14 - Yaxin Fan, Feng Jiang, Xiaomin Chu, Peifeng Li, Qiaoming Zhu:
Chinese Macro Discourse Parsing on Dependency Graph Convolutional Network. 15-26 - Baoju Liu, Lei Hou
Predicting Categorial Sememe for English-Chinese Word Pairs via Representations in Explainable Sememe Space. 27-39 - Jinfeng Wang, Longyin Zhang, Fang Kong:
Multi-level Cohesion Information Modeling for Better Written and Dialogue Discourse Parsing. 40-52 - Mengyang Hu, Pengyuan Liu, Lin Bo, Yuting Mao, Ke Xu, Wentao Su:
ProPC: A Dataset for In-Domain and Cross-Domain Proposition Classification Tasks. 53-64 - Biao Fu
CTRD: A Chinese Theme-Rheme Discourse Dataset. 65-76
Machine Translation and Multilinguality
- 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. 79-91 - Hui Huang, Hui Di, Jian Liu, Yufeng Chen, Kazushige Ouchi, Jinan Xu:
Contrastive Learning for Machine Translation Quality Estimation. 92-103 - Xuefeng Bai, Yafu Li, Zhirui Zhang, Mingzhou Xu, Boxing Chen, Weihua Luo, Derek F. Wong
Sentence-State LSTMs For Sequence-to-Sequence Learning. 104-115 - Zinong Yang, Ke-Jia Chen, Jingqiang Chen:
Guwen-UNILM: Machine Translation Between Ancient and Modern Chinese Based on Pre-Trained Models. 116-128 - Junpeng Liu, Kaiyu Huang, Jiuyi Li, Huan Liu, Degen Huang:
Adaptive Transformer for Multilingual Neural Machine Translation. 129-140 - Shuheng Wang
Improving Non-autoregressive Machine Translation with Soft-Masking. 141-152
Machine Learning for NLP
- Wei Zhu
AutoNLU: Architecture Search for Sentence and Cross-sentence Attention Modeling with Re-designed Search Space. 155-168 - Wei Zhu
AutoTrans: Automating Transformer Design via Reinforced Architecture Search. 169-182 - Yufei Liu, Dongmei Zhang, Chunhua Wu, Wei Liu:
A Word-Level Method for Generating Adversarial Examples Using Whole-Sentence Information. 183-195 - Xiaoxuan Hu, Hengtong Zhang, Wayne Xin Zhao, Yaliang Li, Jing Gao, Ji-Rong Wen:
RAST: A Reward Augmented Model for Fine-Grained Sentiment Transfer. 196-209 - Shengyi Jiang, Yingwen Fu, Xiaotian Lin, Nankai Lin:
Pre-trained Language Models for Tagalog with Multi-source Data. 210-223 - Jun Kong, Jin Wang
Accelerating Pretrained Language Model Inference Using Weighted Ensemble Self-distillation. 224-235
Information Extraction and Knowledge Graph
- Xinyu Chen, Sheng Xu, Peifeng Li, Qiaoming Zhu:
Employing Sentence Compression to Improve Event Coreference Resolution. 239-250 - Yujing Zhang, Feng Zhou, Xiaoyong Y. Li:
BRCEA: Bootstrapping Relation-Aware Cross-Lingual Entity Alignment. 251-261 - Qiqi Wang, Peifeng Li:
Employing Multi-granularity Features to Extract Entity Relation in Dialogue. 262-274 - Sheng Wang, Xiaoying Chen, Shengwu Xiong:
Attention Based Reinforcement Learning with Reward Shaping for Knowledge Graph Reasoning. 275-287 - Zihao Liu, Yan Zhang, Huizhen Wang, Jingbo Zhu:
Entity-Aware Relation Representation Learning for Open Relation Extraction. 288-299 - Chongshuai Zhao, Xudong Dai, Lin Feng, Peng Liu:
ReMERT: Relational Memory-Based Extraction for Relational Triples. 300-311 - Yu Xia, Fang Kong:
Recognition of Nested Entity with Dependency Information. 312-324 - Nan Hu, Taolin Zhang, Shuangji Yang, Wei Nong, Xiaofeng He:
HAIN: Hierarchical Aggregation and Inference Network for Document-Level Relation Extraction. 325-337 - Zhen Gan, Zhucong Li, Baoli Zhang, Jing Wan, Yubo Chen, Kang Liu, Jun Zhao, Yafei Shi, Shengping Liu:
Incorporate Lexicon into Self-training: A Distantly Supervised Chinese Medical NER. 338-349
Summarization and Generation
- Xinyao Shen, Jiangjie Chen, Yanghua Xiao:
Diversified Paraphrase Generation with Commonsense Knowledge Graph. 353-364 - Erguang Yang, Mingtong Liu, Deyi Xiong, Yujie Zhang, Yao Meng, Changjian Hu, Jinan Xu, Yufeng Chen:
Explore Coarse-Grained Structures for Syntactically Controllable Paraphrase Generation. 365-376 - Yingfeng Luo, Changliang Li, Canan Huang, Chen Xu, Xin Zeng, Binghao Wei, Tong Xiao, Jingbo Zhu:
Chinese Poetry Generation with Metrical Constraints. 377-388 - Danqing Wang, Jiaze Chen, Xianze Wu, Hao Zhou, Lei Li:
CNewSum: A Large-Scale Summarization Dataset with Human-Annotated Adequacy and Deducibility Level. 389-400 - Bolun Yao, Wei Chen, Yeyun Gong, Bartuer Zhou, Jin Xie, Zhongyu Wei, Biao Cheng, Nan Duan
Question Generation from Code Snippets and Programming Error Messages. 401-412 - Yan Gao
Extractive Summarization of Chinese Judgment Documents via Sentence Embedding and Memory Network. 413-424
Question Answering
- Mengxing Dong, Bowei Zou, Jin Qian, Rongtao Huang, Yu Hong:
ThinkTwice: A Two-Stage Method for Long-Text Machine Reading Comprehension. 427-438 - Yongwei Zhou, Junwei Bao, Haipeng Sun, Jiahui Liang, Youzheng Wu, Xiaodong He, Bowen Zhou, Tiejun Zhao:
EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension. 439-452
Dialogue Systems
- Shilei Liu
Knowledge-Grounded Dialogue with Reward-Driven Knowledge Selection. 455-466 - Xu Jia, Jiaxin Pan, Youliang Yuan, Min Peng:
Multi-intent Attention and Top-k Network with Interactive Framework for Joint Multiple Intent Detection and Slot Filling. 467-479 - Zixin Ni, Fang Kong:
Enhancing Long-Distance Dialogue History Modeling for Better Dialogue Ellipsis and Coreference Resolution. 480-492 - Ruifang Wang, Ruifang He, Longbiao Wang, Yuke Si, Huanyu Liu, Haocheng Wang, Jianwu Dang:
Exploiting Explicit and Inferred Implicit Personas for Multi-turn Dialogue Generation. 493-504 - Su Zhu, Lu Chen, Ruisheng Cao, Zhi Chen, Qingliang Miao, Kai Yu:
Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF. 505-516 - Shudong Liu
Cross-domain Slot Filling with Distinct Slot Entity and Type Prediction. 517-528
Social Media and Sentiment Analysis
- Zehao Yan, Shiguan Pang, Yun Xue:
Semantic Enhanced Dual-Channel Graph Communication Network for Aspect-Based Sentiment Analysis. 531-543 - Shiguan Pang, Zehao Yan, Weihao Huang, Bixia Tang, Anan Dai, Yun Xue:
Highway-Based Local Graph Convolution Network for Aspect Based Sentiment Analysis. 544-556 - Shaokang Zhang, Xu Bai, Lei Jiang, Huailiang Peng:
Dual Adversarial Network Based on BERT for Cross-domain Sentiment Classification. 557-569 - Xin Miao, Dongning Rao
Syntax and Sentiment Enhanced BERT for Earliest Rumor Detection. 570-582 - Fang Wang, Yuncong Li
Aspect-Sentiment-Multiple-Opinion Triplet Extraction. 583-594 - Yang Wu, Zhenyu Zhang, Yanyan Zhao
Locate and Combine: A Two-Stage Framework for Aspect-Category Sentiment Analysis. 595-606 - Nan Chen, Qingrong Xia, Xiabing Zhou, Wenliang Chen, Min Zhang:
Emotion Classification with Explicit and Implicit Syntactic Information. 607-618 - Jiaming Wu, Hongfei Lin, Liang Yang, Bo Xu:
MUMOR: A Multimodal Dataset for Humor Detection in Conversations. 619-627
NLP Applications and Text Mining
- Xiaoming Fan, Chenxu Wang:
Advertisement Extraction from Content Marketing Articles via Segment-Aware Sentence Classification. 631-642 - Yashen Wang:
Leveraging Lexical Common-Sense Knowledge for Boosting Bayesian Modeling. 643-651 - Xingchen He, Yidong Chen, Guocheng Zhang, Xu-Ling Zheng:
Aggregating Inter-viewpoint Relationships of User's Review for Accurate Recommendation. 652-663 - Bingquan Wang, Jie Liu, Shaowei Chen, Xiao Ling, Shanpeng Wang, Wenzheng Zhang, Liyi Chen, Jiaxin Zhang:
A Residual Dynamic Graph Convolutional Network for Multi-label Text Classification. 664-675 - Haowei Du, Jizhi Tang, Dongyan Zhao:
Sentence Ordering by Context-Enhanced Pairwise Comparison. 676-687 - Shen Liu, Meirong Ma, Hao Yuan, Jianguo Zhu, Yuanbin Wu, Man Lan:
A Dual-Attention Neural Network for Pun Location and Using Pun-Gloss Pairs for Interpretation. 688-699 - Chen Zhang, Dawei Song:
A Simple Baseline for Cross-Domain Few-Shot Text Classification. 700-708 - Xiang Liu, Ruifang Han, Shuxin Li, Yujiao Han, Mingming Zhang, Zhilin Zhao, Zhiyong Luo:
Shared Component Cross Punctuation Clauses Recognition in Chinese. 709-720 - Yuyanzhen Zhong, Zhiyang Zhang, Weiqi Zhang, Juyi Zhu:
BERT-KG: A Short Text Classification Model Based on Knowledge Graph and Deep Semantics. 721-733 - Kai Dang, Jiaying Xie, Jie Liu, Shaowei Chen:
Uncertainty-Aware Self-paced Learning for Grammatical Error Correction. 734-745 - Liang Yang, Jingjie Zeng, Shuqun Li, Zhexu Shen, Yansong Sun, Hongfei Lin:
Metaphor Recognition and Analysis via Data Augmentation. 746-757 - Cunxiang Wang, Boyuan Zheng, Yuchen Niu, Yue Zhang:
Exploring Generalization Ability of Pretrained Language Models on Arithmetic and Logical Reasoning. 758-769
Multimodality and Explainability
- Wuyan Liang
Skeleton-Based Sign Language Recognition with Attention-Enhanced Graph Convolutional Networks. 773-785 - Qiaolin Xia, Haoyang Huang, Nan Duan
XGPT: Cross-modal Generative Pre-Training for Image Captioning. 786-797 - Yike Wu, Ying Zhang, Xiaojie Yuan:
An Object-Extensible Training Framework for Image Captioning. 798-809 - Yao Zhao, Lu Chen, Kai Yu:
Relation-Aware Multi-hop Reasoning forVisual Dialog. 810-821 - Xiaoqiang Zhang, Ying Chen, Guangyuan Li:
Multi-modal Sarcasm Detection Based on Contrastive Attention Mechanism. 822-833
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