Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data: 16th China National Conference, CCL 2017, and 5th International Symposium, NLP-NABD 2017, Nanjing, China, October 13-15, 2017, Proceedings

Front Matter ....Pages I-XVIII
Front Matter ....Pages 1-1
 Arabic Collocation Extraction Based on Hybrid Methods  (Alaa Mamdouh Akef, Yingying Wang, Erhong Yang)....Pages 3-12
 Employing Auto-annotated Data for Person Name Recognition in Judgment Documents  (Limin Wang, Qian Yan, Shoushan Li, Guodong Zhou)....Pages 13-23
 Closed-Set Chinese Word Segmentation Based on Convolutional Neural Network Model  (Zhipeng Xie)....Pages 24-36
 Improving Word Embeddings for Low Frequency Words by Pseudo Contexts  (Fang Li, Xiaojie Wang)....Pages 37-47
 A Pipelined Pre-training Algorithm for DBNs  (Zhiqiang Ma, Tuya Li, Shuangtao Yang, Li Zhang)....Pages 48-59
 Enhancing LSTM-based Word Segmentation Using Unlabeled Data  (Bo Zheng, Wanxiang Che, Jiang Guo, Ting Liu)....Pages 60-70
Front Matter ....Pages 71-71
 Context Sensitive Word Deletion Model for Statistical Machine Translation  (Qiang Li, Yaqian Han, Tong Xiao, Jingbo Zhu)....Pages 73-84
 Cost-Aware Learning Rate for Neural Machine Translation  (Yang Zhao, Yining Wang, Jiajun Zhang, Chengqing Zong)....Pages 85-93
Front Matter ....Pages 95-95
 Integrating Word Sequences and Dependency Structures for Chemical-Disease Relation Extraction  (Huiwei Zhou, Yunlong Yang, Zhuang Liu, Zhe Liu, Yahui Men)....Pages 97-109
 Named Entity Recognition with Gated Convolutional Neural Networks  (Chunqi Wang, Wei Chen, Bo Xu)....Pages 110-121
 Improving Event Detection via Information Sharing Among Related Event Types  (Shulin Liu, Yubo Chen, Kang Liu, Jun Zhao, Zhunchen Luo, Wei Luo)....Pages 122-134
 Joint Extraction of Multiple Relations and Entities by Using a Hybrid Neural Network  (Peng Zhou, Suncong Zheng, Jiaming Xu, Zhenyu Qi, Hongyun Bao, Bo Xu)....Pages 135-146
 A Fast and Effective Framework for Lifelong Topic Model with Self-learning Knowledge  (Kang Xu, Feng Liu, Tianxing Wu, Sheng Bi, Guilin Qi)....Pages 147-158
 Collective Entity Linking on Relational Graph Model with Mentions  (Jing Gong, Chong Feng, Yong Liu, Ge Shi, Heyan Huang)....Pages 159-171
 XLink: An Unsupervised Bilingual Entity Linking System  (Jing Zhang, Yixin Cao, Lei Hou, Juanzi Li, Hai-Tao Zheng)....Pages 172-183
 Using Cost-Sensitive Ranking Loss to Improve Distant Supervised Relation Extraction  (Daojian Zeng, Junxin Zeng, Yuan Dai)....Pages 184-196
 Multichannel LSTM-CRF for Named Entity Recognition in Chinese Social Media  (Chuanhai Dong, Huijia Wu, Jiajun Zhang, Chengqing Zong)....Pages 197-208
Front Matter ....Pages 209-209
 Generating Chinese Classical Poems with RNN Encoder-Decoder  (Xiaoyuan Yi, Ruoyu Li, Maosong Sun)....Pages 211-223
 Collaborative Recognition and Recovery of the Chinese Intercept Abbreviation  (Jinshuo Liu, Yusen Chen, Juan Deng, Donghong Ji, Jeff Pan)....Pages 224-236
 Semantic Dependency Labeling of Chinese Noun Phrases Based on Semantic Lexicon  (Yimeng Li, Yanqiu Shao, Hongkai Yang)....Pages 237-248
Front Matter ....Pages 249-249
 Bi-directional Gated Memory Networks for Answer Selection  (Wei Wu, Houfeng Wang, Sujian Li)....Pages 251-262
 Generating Textual Entailment Using Residual LSTMs  (Maosheng Guo, Yu Zhang, Dezhi Zhao, Ting Liu)....Pages 263-272
 Unsupervised Joint Entity Linking over Question Answering Pair with Global Knowledge  (Cao Liu, Shizhu He, Hang Yang, Kang Liu, Jun Zhao)....Pages 273-286
 Hierarchical Gated Recurrent Neural Tensor Network for Answer Triggering  (Wei Li, Yunfang Wu)....Pages 287-294
 Question Answering with Character-Level LSTM Encoders and Model-Based Data Augmentation  (Run-Ze Wang, Chen-Di Zhan, Zhen-Hua Ling)....Pages 295-305
 Exploiting Explicit Matching Knowledge with Long Short-Term Memory  (Xinqi Bao, Yunfang Wu)....Pages 306-317
Front Matter ....Pages 319-319
 Topic-Specific Image Caption Generation  (Chang Zhou, Yuzhao Mao, Xiaojie Wang)....Pages 321-332
 Deep Learning Based Document Theme Analysis for Composition Generation  (Jiahao Liu, Chengjie Sun, Bing Qin)....Pages 333-342
 UIDS: A Multilingual Document Summarization Framework Based on Summary Diversity and Hierarchical Topics  (Lei Li, Yazhao Zhang, Junqi Chi, Zuying Huang)....Pages 343-354
 Conceptual Multi-layer Neural Network Model for Headline Generation  (Yidi Guo, Heyan Huang, Yang Gao, Chi Lu)....Pages 355-367
Front Matter ....Pages 369-369
 Local Community Detection Using Social Relations and Topic Features in Social Networks  (Chengcheng Xu, Huaping Zhang, Bingbing Lu, Songze Wu)....Pages 371-383
Front Matter ....Pages 385-385
 DIM Reader: Dual Interaction Model for Machine Comprehension  (Zhuang Liu, Degen Huang, Kaiyu Huang, Jing Zhang)....Pages 387-397
 Multi-view LSTM Language Model with Word-Synchronized Auxiliary Feature for LVCSR  (Yue Wu, Tianxing He, Zhehuai Chen, Yanmin Qian, Kai Yu)....Pages 398-410
 Memory Augmented Attention Model for Chinese Implicit Discourse Relation Recognition  (Yang Liu, Jiajun Zhang, Chengqing Zong)....Pages 411-423
 Natural Logic Inference for Emotion Detection  (Han Ren, Yafeng Ren, Xia Li, Wenhe Feng, Maofu Liu)....Pages 424-436
Front Matter ....Pages 437-437
 Tibetan Syllable-Based Functional Chunk Boundary Identification  (Shumin Shi, Yujian Liu, Tianhang Wang, Congjun Long, Heyan Huang)....Pages 439-448
 Harvest Uyghur-Chinese Aligned-Sentences Bitexts from Multilingual Sites Based on Word Embedding  (ShaoLin Zhu, Xiao Li, YaTing Yang, Lei Wang, ChengGang Mi)....Pages 449-460
 Language Model for Mongolian Polyphone Proofreading  (Min Lu, Feilong Bao, Guanglai Gao)....Pages 461-471
 End-to-End Neural Text Classification for Tibetan  (Nuo Qun, Xing Li, Xipeng Qiu, Xuanjing Huang)....Pages 472-480
Back Matter ....Pages 481-482