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16. CCL 2017: Nanjing, China
- Maosong Sun, Xiaojie Wang, Baobao Chang, Deyi Xiong:
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. Lecture Notes in Computer Science 10565, Springer 2017, ISBN 978-3-319-69004-9
Fundamental Theory and Methods of Computational Linguistics
- Alaa Mamdouh Akef, Yingying Wang, Erhong Yang:
Arabic Collocation Extraction Based on Hybrid Methods. 3-12 - Limin Wang, Qian Yan, Shoushan Li, Guodong Zhou
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Employing Auto-annotated Data for Person Name Recognition in Judgment Documents. 13-23 - Zhipeng Xie:
Closed-Set Chinese Word Segmentation Based on Convolutional Neural Network Model. 24-36 - Fang Li, Xiaojie Wang:
Improving Word Embeddings for Low Frequency Words by Pseudo Contexts. 37-47 - Zhiqiang Ma
A Pipelined Pre-training Algorithm for DBNs. 48-59 - Bo Zheng, Wanxiang Che, Jiang Guo, Ting Liu:
Enhancing LSTM-based Word Segmentation Using Unlabeled Data. 60-70
Machine Translation and Multilingual Information Processing
- Qiang Li, Yaqian Han, Tong Xiao, Jingbo Zhu:
Context Sensitive Word Deletion Model for Statistical Machine Translation. 73-84 - Yang Zhao, Yining Wang, Jiajun Zhang, Chengqing Zong:
Cost-Aware Learning Rate for Neural Machine Translation. 85-93
Knowledge Graph and Information Extraction
- Huiwei Zhou, Yunlong Yang, Zhuang Liu, Zhe Liu, Yahui Men:
Integrating Word Sequences and Dependency Structures for Chemical-Disease Relation Extraction. 97-109 - Chunqi Wang, Wei Chen, Bo Xu:
Named Entity Recognition with Gated Convolutional Neural Networks. 110-121 - Shulin Liu, Yubo Chen, Kang Liu, Jun Zhao, Zhunchen Luo, Wei Luo:
Improving Event Detection via Information Sharing Among Related Event Types. 122-134 - Peng Zhou, Suncong Zheng, Jiaming Xu, Zhenyu Qi, Hongyun Bao, Bo Xu:
Joint Extraction of Multiple Relations and Entities by Using a Hybrid Neural Network. 135-146 - Kang Xu, Feng Liu, Tianxing Wu, Sheng Bi, Guilin Qi:
A Fast and Effective Framework for Lifelong Topic Model with Self-learning Knowledge. 147-158 - Jing Gong, Chong Feng
Collective Entity Linking on Relational Graph Model with Mentions. 159-171 - Jing Zhang, Yixin Cao, Lei Hou
XLink: An Unsupervised Bilingual Entity Linking System. 172-183 - Daojian Zeng, Junxin Zeng, Yuan Dai
Using Cost-Sensitive Ranking Loss to Improve Distant Supervised Relation Extraction. 184-196 - Chuanhai Dong, Huijia Wu, Jiajun Zhang, Chengqing Zong:
Multichannel LSTM-CRF for Named Entity Recognition in Chinese Social Media. 197-208
Language Resource and Evaluation
- Xiaoyuan Yi, Ruoyu Li, Maosong Sun:
Generating Chinese Classical Poems with RNN Encoder-Decoder. 211-223 - Jinshuo Liu, Yusen Chen, Juan Deng, Donghong Ji, Jeff Z. Pan:
Collaborative Recognition and Recovery of the Chinese Intercept Abbreviation. 224-236 - Yimeng Li, Yanqiu Shao, Hongkai Yang:
Semantic Dependency Labeling of Chinese Noun Phrases Based on Semantic Lexicon. 237-248
Information Retrieval and Question Answering
- Wei Wu, Houfeng Wang, Sujian Li:
Bi-directional Gated Memory Networks for Answer Selection. 251-262 - Maosheng Guo
Generating Textual Entailment Using Residual LSTMs. 263-272 - Cao Liu, Shizhu He, Hang Yang, Kang Liu, Jun Zhao:
Unsupervised Joint Entity Linking over Question Answering Pair with Global Knowledge. 273-286 - Wei Li, Yunfang Wu:
Hierarchical Gated Recurrent Neural Tensor Network for Answer Triggering. 287-294 - Runze Wang, Chen-Di Zhan, Zhen-Hua Ling:
Question Answering with Character-Level LSTM Encoders and Model-Based Data Augmentation. 295-305 - Xinqi Bao, Yunfang Wu:
Exploiting Explicit Matching Knowledge with Long Short-Term Memory. 306-317
Text Classification and Summarization
- Chang Zhou, Yuzhao Mao, Xiaojie Wang:
Topic-Specific Image Caption Generation. 321-332 - Jiahao Liu, Chengjie Sun, Bing Qin:
Deep Learning Based Document Theme Analysis for Composition Generation. 333-342 - Lei Li, Yazhao Zhang, Junqi Chi, Zuying Huang:
UIDS: A Multilingual Document Summarization Framework Based on Summary Diversity and Hierarchical Topics. 343-354 - Yi-Di Guo, Heyan Huang, Yang Gao, Chi Lu:
Conceptual Multi-layer Neural Network Model for Headline Generation. 355-367
Social Computing and Sentiment Analysis
- Chengcheng Xu, Huaping Zhang
Local Community Detection Using Social Relations and Topic Features in Social Networks. 371-383
NLP Applications
- Zhuang Liu, Degen Huang, Kaiyu Huang, Jing Zhang:
DIM Reader: Dual Interaction Model for Machine Comprehension. 387-397 - Yue Wu, Tianxing He, Zhehuai Chen, Yanmin Qian, Kai Yu:
Multi-view LSTM Language Model with Word-Synchronized Auxiliary Feature for LVCSR. 398-410 - Yang Liu, Jiajun Zhang, Chengqing Zong:
Memory Augmented Attention Model for Chinese Implicit Discourse Relation Recognition. 411-423 - Han Ren, Yafeng Ren, Xia Li, Wenhe Feng, Maofu Liu:
Natural Logic Inference for Emotion Detection. 424-436
Minority Language Information Processing
- Shumin Shi, Yujian Liu, Tianhang Wang, Congjun Long, Heyan Huang:
Tibetan Syllable-Based Functional Chunk Boundary Identification. 439-448 - ShaoLin Zhu, Xiao Li, Yating Yang, Lei Wang, Chenggang Mi:
Harvest Uyghur-Chinese Aligned-Sentences Bitexts from Multilingual Sites Based on Word Embedding. 449-460 - Min Lu, Feilong Bao, Guanglai Gao:
Language Model for Mongolian Polyphone Proofreading. 461-471 - Nuo Qun, Xing Li, Xipeng Qiu
End-to-End Neural Text Classification for Tibetan. 472-480
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