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NLPCC 2018: Hohhot, China
- Min Zhang, Vincent Ng, Dongyan Zhao, Sujian Li, Hongying Zan:
Natural Language Processing and Chinese Computing - 7th CCF International Conference, NLPCC 2018, Hohhot, China, August 26-30, 2018, Proceedings, Part II. Lecture Notes in Computer Science 11109, Springer 2018, ISBN 978-3-319-99500-7
NLP for Social Network
- Liming Zhang, Sihui Fu, Shengyi Jiang, Rui Bao, Yunfeng Zeng:
A Fusion Model of Multi-data Sources for User Profiling in Social Media. 3-15 - Qiaojing Xie, Yuqian Wang, Zhenjing Xu, Kaidong Yu, Wei Chen, Zhichen Yu:
First Place Solution for NLPCC 2018 Shared Task User Profiling and Recommendation. 16-26 - Juan Zhao, Tong Lee Chung, Bin Xu, Minghu Jiang:
Summary++: Summarizing Chinese News Articles with Attention. 27-37
NLP Fundamentals
- Jie Zhou
, Gongshen Liu
Paraphrase Identification Based on Weighted URAE, Unit Similarity and Context Correlation Feature. 41-53 - Kunyuan Pang, Jintao Tang, Ting Wang:
Which Embedding Level is Better for Semantic Representation? An Empirical Research on Chinese Phrases. 54-66 - Zehao Dou, Wei Wei, Xiaojun Wan:
Improving Word Embeddings for Antonym Detection Using Thesauri and SentiWordNet. 67-79 - Junxin Liu, Fangzhao Wu
Neural Chinese Word Segmentation with Dictionary Knowledge. 80-91 - Feng Jiang, Peifeng Li, Xiaomin Chu, Qiaoming Zhu, Guodong Zhou
Recognizing Macro Chinese Discourse Structure on Label Degeneracy Combination Model. 92-104 - Jianhu Zhang, Gongshen Liu, Jie Zhou, Cheng Zhou, Huanrong Sun:
LM Enhanced BiRNN-CRF for Joint Chinese Word Segmentation and POS Tagging. 105-116 - Junpei Zhou, Chen Li, Hengyou Liu, Zuyi Bao, Guangwei Xu, Linlin Li:
Chinese Grammatical Error Correction Using Statistical and Neural Models. 117-128
Text Mining
- Chunhua Liu, Shan Jiang, Hainan Yu, Dong Yu:
Multi-turn Inference Matching Network for Natural Language Inference. 131-143 - Vikram Ahuja, Radhika Mamidi
From Humour to Hatred: A Computational Analysis of Off-Colour Humour. 144-153 - Li-Ping Mo, Kai-Qing Zhou, Liang-Bin Cao, Wei Jiang:
Classification of the Structure of Square Hmong Characters and Analysis of Its Statistical Properties. 154-165 - Bo Xu
Stock Market Trend Prediction Using Recurrent Convolutional Neural Networks. 166-177 - Xinghua Zhang
Ensemble of Binary Classification for the Emotion Detection in Code-Switching Text. 178-189 - Tingwei Wang, Xiaohua Yang, Chunping Ouyang, Aodong Guo, Yongbin Liu, Zhixing Li:
A Multi-emotion Classification Method Based on BLSTM-MC in Code-Switching Text. 190-199
Short Papers
- Hang Liu
Improved Character-Based Chinese Dependency Parsing by Using Stack-Tree LSTM. 203-212 - Xiaozheng Dong, Yu Hong, Xin Chen, Weikang Li, Min Zhang, Qiaoming Zhu:
Neural Question Generation with Semantics of Question Type. 213-223 - Wenxiu Xie
A Feature-Enriched Method for User Intent Classification by Leveraging Semantic Tag Expansion. 224-234 - Wentao Wu, Xiaoxu Zhu, Jiaming Tao, Peifeng Li:
Event Detection via Recurrent Neural Network and Argument Prediction. 235-245 - Jie Fang, Peifeng Li, Guodong Zhou
Employing Multiple Decomposable Attention Networks to Resolve Event Coreference. 246-256 - Yu Hong, Jingli Zhang, Rui Song, Jianmin Yao:
Cross-Scenario Inference Based Event-Event Relation Detection. 257-267 - Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou:
SeRI: A Dataset for Sub-event Relation Inference from an Encyclopedia. 268-277 - Zixiang Ding, Rui Xia, Jianfei Yu, Xiang Li, Jian Yang:
Densely Connected Bidirectional LSTM with Applications to Sentence Classification. 278-287 - Lin Gui
An End-to-End Scalable Iterative Sequence Tagging with Multi-Task Learning. 288-298 - Yuchen Liu, Long Zhou, Yining Wang, Yang Zhao, Jiajun Zhang, Chengqing Zong
A Comparable Study on Model Averaging, Ensembling and Reranking in NMT. 299-308 - Changliang Li, Yongguan Wang, Changsong Li, Ji Qi, Pengyuan Liu:
Building Corpus with Emoticons for Sentiment Analysis. 309-318 - Yang Wang, Chong Feng
Construction of a Multi-dimensional Vectorized Affective Lexicon. 319-329 - Lei Fu, Zhaoxia Yin, Yi Liu, Jun Zhang:
Convolution Neural Network with Active Learning for Information Extraction of Enterprise Announcements. 330-339 - Teng Mao, Yuyao Zhang, Yuru Jiang, Yangsen Zhang:
Research on Construction Method of Chinese NT Clause Based on Attention-LSTM. 340-350 - Junli Xu, Jiangjiang Zhao, Ning Zhao, Chao Xue, Linbo Fan, Zechuan Qi, Qiang Wei:
The Research and Construction of Complaint Orders Classification Corpus in Mobile Customer Service. 351-361 - Xinghao Song, Chunming Yang
The Algorithm of Automatic Text Summarization Based on Network Representation Learning. 362-371 - Huan Liu, Jingjing Wang, Shoushan Li, Junhui Li, Guodong Zhou
Semi-supervised Sentiment Classification Based on Auxiliary Task Learning. 372-382 - Yunsheng Shi, Jun Meng, Jian Wang, Hongfei Lin, Yumeng Li:
A Normalized Encoder-Decoder Model for Abstractive Summarization Using Focal Loss. 383-392 - Han Ni, Liansheng Lin, Ge Xu:
A Relateness-Based Ranking Method for Knowledge-Based Question Answering. 393-400 - Hongkai Ren, Liner Yang, Endong Xun:
A Sequence to Sequence Learning for Chinese Grammatical Error Correction. 401-410 - Tianchi Yue, Chen Chen, Shaowu Zhang, Hongfei Lin, Liang Yang:
Ensemble of Neural Networks with Sentiment Words Translation for Code-Switching Emotion Detection. 411-419 - Xiaoyu Chen, Jian Wang, Yuqi Ren, Tong Liu, Hongfei Lin:
NLPCC 2018 Shared Task User Profiling and Recommendation Method Summary by DUTIR_9148. 420-428 - Zhongqing Wang, Shoushan Li, Fan Wu, Qingying Sun, Guodong Zhou
Overview of NLPCC 2018 Shared Task 1: Emotion Detection in Code-Switching Text. 429-433 - Bo Huang, Zhenyu Zhao:
Overview of the NLPCC 2018 Shared Task: Automatic Tagging of Zhihu Questions. 434-438 - Yuanyuan Zhao, Nan Jiang, Weiwei Sun, Xiaojun Wan:
Overview of the NLPCC 2018 Shared Task: Grammatical Error Correction. 439-445 - Juntao Li, Rui Yan:
Overview of the NLPCC 2018 Shared Task: Multi-turn Human-Computer Conversations. 446-451 - Nan Duan
Overview of the NLPCC 2018 Shared Task: Open Domain QA. 452-456 - Lei Li, Xiaojun Wan:
Overview of the NLPCC 2018 Shared Task: Single Document Summarization. 457-463 - Fuzheng Zhang, Xing Xie
Overview of the NLPCC 2018 Shared Task: Social Media User Modeling. 464-467 - Xuemin Zhao, Yunbo Cao:
Overview of the NLPCC 2018 Shared Task: Spoken Language Understanding in Task-Oriented Dialog Systems. 468-478 - Guanqing Liang, Hsiaohsien Kao, Cane Wing-Ki Leung, Chao He:
WiseTag: An Ensemble Method for Multi-label Topic Classification. 479-489
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