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NLPCC/ICCPOL 2016: Kunming, China
- Chin-Yew Lin, Nianwen Xue, Dongyan Zhao, Xuanjing Huang, Yansong Feng:
Natural Language Understanding and Intelligent Applications - 5th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2016, and 24th International Conference on Computer Processing of Oriental Languages, ICCPOL 2016, Kunming, China, December 2-6, 2016, Proceedings. Lecture Notes in Computer Science 10102, Springer 2016, ISBN 978-3-319-50495-7
Fundamentals on Language Computing
- Qianlong Du, Chengqing Zong
, Keh-Yih Su
Integrating Structural Context with Local Context for Disambiguating Word Senses. 3-15 - Minghua Nuo, Congjun Lun, Huidan Liu:
Tibetan Multi-word Expressions Identification Framework Based on News Corpora. 16-26 - Junjie Yu, Wenliang Chen, Zhenghua Li, Min Zhang:
Building Powerful Dependency Parsers for Resource-Poor Languages. 27-38 - Yatian Shen, Jifan Chen, Xuanjing Huang:
Bidirectional Long Short-Term Memory with Gated Relevance Network for Paraphrase Identification. 39-50 - Taizhong Wu, Jian Liu, Xuri Tang, Min Gu, Yanhui Gu, Junsheng Zhou, Weiguang Qu:
Syntactic Categorization and Semantic Interpretation of Chinese Nominal Compounds. 51-62 - Liwei Chen, Yansong Feng, Dongyan Zhao:
TDSS: A New Word Sense Representation Framework for Information Retrieval. 63-75 - Yang Du, Hua Yuan, Yu Qian:
A Word Vector Representation Based Method for New Words Discovery in Massive Text. 76-88
Machine Translation and Multi-lingual Information Access
- Qiang Li, Dongdong Zhang, Mu Li, Tong Xiao, Jingbo Zhu:
Better Addressing Word Deletion for Statistical Machine Translation. 91-102 - Guoping Huang, Jiajun Zhang, Yu Zhou, Chengqing Zong
A Simple, Straightforward and Effective Model for Joint Bilingual Terms Detection and Word Alignment in SMT. 103-115 - Longhua Qian, Jiaxin Liu, Guodong Zhou
Bilingual Parallel Active Learning Between Chinese and English. 116-128 - Wenhe Feng, Yi Yang, Yancui Li, Xia Li, Han Ren:
Study on the English Corresponding Unit of Chinese Clause. 129-140 - Jinying Kong, Yating Yang, Xi Zhou, Lei Wang, Xiao Li:
Research for Uyghur-Chinese Neural Machine Translation. 141-152 - Qingsong Ma, Fandong Meng, Daqi Zheng, Mingxuan Wang, Yvette Graham, Wenbin Jiang, Qun Liu:
MaxSD: A Neural Machine Translation Evaluation Metric Optimized by Maximizing Similarity Distance. 153-161 - Shaohui Kuang, Deyi Xiong
Automatic Long Sentence Segmentation for Neural Machine Translation. 162-174
Machine Learning for NLP
- Liang Wang, Sujian Li, Xinyan Xiao, Yajuan Lyu:
Topic Segmentation of Web Documents with Automatic Cue Phrase Identification and BLSTM-CNN. 177-188 - Liang Wang, Qi Li, Xuan Chen, Sujian Li:
Multi-task Learning for Gender and Age Prediction on Chinese Microblog. 189-200 - Zhicheng He, Jie Liu, Caihua Liu, Yuan Wang, Airu Yin, Yalou Huang:
Dropout Non-negative Matrix Factorization for Independent Feature Learning. 201-212 - Xuanyi Liao, Guang Cheng:
Analysing the Semantic Change Based on Word Embedding. 213-223 - Qi Li, Tianshi Li, Baobao Chang:
Learning Word Sense Embeddings from Word Sense Definitions. 224-235
Information Extraction, Question Answering and Knowledge Acquisition
- Chuanhai Dong, Jiajun Zhang, Chengqing Zong
Character-Based LSTM-CRF with Radical-Level Features for Chinese Named Entity Recognition. 239-250 - Bingfeng Luo, Yansong Feng, Zheng Wang
Improving First Order Temporal Fact Extraction with Unreliable Data. 251-262 - Tingming Lu, Man Zhu, Zhiqiang Gao:
Reducing Human Effort in Named Entity Corpus Construction Based on Ensemble Learning and Annotation Categorization. 263-274 - Ying Zeng, Honghui Yang, Yansong Feng, Zheng Wang
A Convolution BiLSTM Neural Network Model for Chinese Event Extraction. 275-287 - Haihua Xie, Xiaoqing Lu, Zhi Tang, Xiaojun Huang:
Detection of Entity Mixture in Knowledge Bases Using Hierarchical Clustering. 288-299 - Zhiwen Xie, Zhao Zeng, Guangyou Zhou, Tingting He:
Knowledge Base Question Answering Based on Deep Learning Models. 300-311 - Zhao Yan, Nan Duan
An Open Domain Topic Prediction Model for Answer Selection. 312-323 - Zhengkuan Zhang, Weiran Xu, Qianqian Chen:
Joint Event Extraction Based on Skip-Window Convolutional Neural Networks. 324-334 - Chao Lv, Lili Yao, Yansong Feng, Dongyan Zhao:
Improving Collaborative Filtering with Long-Short Interest Model. 335-346
Discourse Analysis
- Xiaohan She, Ping Jian, Pengcheng Zhang, Heyan Huang:
Leveraging Hierarchical Deep Semantics to Classify Implicit Discourse Relations via Mutual Learning Method. 349-359 - Yanyan Jia, Yansong Feng, Bingfeng Luo, Yuan Ye, Tianyang Liu, Dongyan Zhao:
Transition-Based Discourse Parsing with Multilayer Stack Long Short Term Memory. 360-373 - Haoran Li, Jiajun Zhang, Yu Zhou, Chengqing Zong
Predicting Implicit Discourse Relation with Multi-view Modeling and Effective Representation Learning. 374-386 - Fang Kong, Hongling Wang, Guodong Zhou
A CDT-Styled End-to-End Chinese Discourse Parser. 387-398
NLP for Social Media
- Yawei Jia, Jing Xu, Zhonghu Xu, Kai Xing:
Events Detection and Temporal Analysis in Social Media. 401-412 - Tao Ge, Lei Cui, Heng Ji, Baobao Chang, Zhifang Sui:
Discovering Concept-Level Event Associations from a Text Stream. 413-424 - Yang Liu, Xuan Chen, Sujian Li, Liang Wang:
A User Adaptive Model for Followee Recommendation on Twitter. 425-436 - Beibei Gu, Zhunchen Luo, Xin Wang:
Who Will Tweet More? Finding Information Feeders in Twitter. 437-448
Short Papers
- Meishan Zhang
Discrete and Neural Models for Chinese POS Tagging: Comparison and Combination. 451-460 - Wei Li, Yunfang Wu, Xueqiang Lv:
Improving Word Vector with Prior Knowledge in Semantic Dictionary. 461-469 - Jing Wu, Hongxu Hou, Zhipeng Shen, Jian Du, Jinting Li:
Adapting Attention-Based Neural Network to Low-Resource Mongolian-Chinese Machine Translation. 470-480 - Meng Yang, Peifeng Li, Qiaoming Zhu:
Sentence Similarity on Structural Representations. 481-488 - Zhizhuo Yang, Hu Zhang, Qian Chen, Hongye Tan:
Word Sense Disambiguation Using Context Translation. 489-496 - Weihua Wang, Feilong Bao, Guanglai Gao:
Cyrillic Mongolian Named Entity Recognition with Rich Features. 497-505 - Chao Lv, Yansong Feng, Dongyan Zhao:
Purchase Prediction via Machine Learning in Mobile Commerce. 506-513 - Yaocheng Gui, Qian Liu, Man Zhu, Zhiqiang Gao:
Exploring Long Tail Data in Distantly Supervised Relation Extraction. 514-522 - Bo Xu
Detecting Potential Adverse Drug Reactions from Health-Related Social Networks. 523-530 - Te Luo, Yujie Zhang, Jinan Xu, Yufeng Chen:
Iterative Integration of Unsupervised Features for Chinese Dependency Parsing. 531-540 - Gongbo Tang, Gaoqi Rao, Dong Yu, Endong Xun:
Can We Neglect Function Words in Word Embedding? 541-548 - Yinfeng Zou, Chunping Ouyang, Yongbin Liu, Xiaohua Yang, Ying Yu:
A Similarity Algorithm Based on the Generality and Individuality of Words. 549-558 - Jian Peng, Xiao-Hua Yang, Chun-Ping Ouyang, Yong-Bin Liu:
An Improved Information Gain Algorithm Based on Relative Document Frequency Distribution. 559-567 - Bin Hao, Min Zhang, Weizhi Ma, Jiashen Sun, Yiqun Liu, Shaoping Ma, Xuan Zhu, Hengliang Luo:
Finding the True Crowds: User Filtering in Microblogs. 568-574 - Kun Li, Yumei Chai, Hongling Zhao, Xiaofei Nan, Yueshu Zhao:
Learning to Recognize Protected Health Information in Electronic Health Records with Recurrent Neural Network. 575-582 - Junjie Li, Haitong Yang, Chengqing Zong
Sentiment Classification of Social Media Text Considering User Attributes. 583-594 - Guoping Huang, Jiajun Zhang, Yu Zhou, Chengqing Zong
Learning from User Feedback for Machine Translation in Real-Time. 595-607 - Haoran Li, Jiajun Zhang, Yu Zhou, Chengqing Zong
GuideRank: A Guided Ranking Graph Model for Multilingual Multi-document Summarization. 608-620 - Wuying Liu, Lin Wang:
Fast-Syntax-Matching-Based Japanese-Chinese Limited Machine Translation. 621-630 - Meijia Wang, Peng Zhang, Dawei Song, Jun Wang:
Value at Risk for Risk Evaluation in Information Retrieval. 631-638 - Jun Ma, Yujie Zhang, Jinan Xu, Yufeng Chen:
Chinese Paraphrases Acquisition Based on Random Walk N Step. 639-647 - Xue-Feng Xi, Guodong Zhou
A Micro-topic Model for Coreference Resolution Based on Theme-Rheme Structure. 648-656 - Dongxu Zhang, Tianyi Luo, Dong Wang:
Learning from LDA Using Deep Neural Networks. 657-664 - Dongxu Zhang, Dong Wang:
Relation Classification: CNN or RNN? 665-675
Shared Tasks
- Jiaming Xu, Suncong Zheng, Jing Shi, Yiqun Yao, Bo Xu:
Ensemble of Feature Sets and Classification Methods for Stance Detection. 679-688 - Le Li, Junyi Xu, Weidong Xiao, Shengze Hu, Haiming Tong:
Exploiting External Knowledge and Entity Relationship for Entity Search. 689-700 - Kerui Min, Chenghao Dong, Shiyuan Cai, Jianhao Chen:
A Flexible and Sentiment-Aware Framework for Entity Search. 701-710 - Qingrong Xia, Zhenghua Li, Jiayuan Chao, Min Zhang:
Word Segmentation on Micro-Blog Texts with External Lexicon and Heterogeneous Data. 711-721 - Yuxuan Lai, Yang Lin, Jiahao Chen, Yansong Feng, Dongyan Zhao:
Open Domain Question Answering System Based on Knowledge Base. 722-733 - Qianrong Zhou, Long Ma, Zhenyu Zheng, Yue Wang, Xiaojie Wang:
Recurrent Neural Word Segmentation with Tag Inference. 734-743 - Shaoru Guo, Yong Guan, Ru Li, Qi Zhang:
Chinese Word Similarity Computing Based on Combination Strategy. 744-752 - Liran Liu, Shi Feng, Daling Wang, Yifei Zhang:
An Empirical Study on Chinese Microblog Stance Detection Using Supervised and Semi-supervised Machine Learning Methods. 753-765 - Jiahuan Pei, Cong Zhang, Degen Huang, Jianjun Ma:
Combining Word Embedding and Semantic Lexicon for Chinese Word Similarity Computation. 766-777 - Renjun Tang, Ke Zhang, Shenruoyang Na, Minghao Yang, Hui Zhou, Qingjie Zhu, Yongsong Zhan, Jianhua Tao:
Football News Generation from Chinese Live Webcast Script. 778-789 - Jian Fu, Xipeng Qiu
Convolutional Deep Neural Networks for Document-Based Question Answering. 790-797 - Liya Zhu, Wenchao Wang, Yujing Chen, Xueqiang Lv, Jianshe Zhou:
Research on Summary Sentences Extraction Oriented to Live Sports Text. 798-807
Short Papers
- Xiao-Bo Jin, Guang-Gang Geng
Statistical Entity Ranking with Domain Knowledge. 811-818 - Teng Wang, Xueqiang Lv, Xun Ma, Pengyan Sun, Zhian Dong, Jianshe Zhou:
Study on the Method of Precise Entity Search Based on Baidu's Query. 819-827 - Yunfang Wu, Wei Li:
Overview of the NLPCC-ICCPOL 2016 Shared Task: Chinese Word Similarity Measurement. 828-839 - Qingying Sun, Zhongqing Wang, Qiaoming Zhu, Guodong Zhou
Exploring Various Linguistic Features for Stance Detection. 840-847 - Ke Sun, Tingting Li, Shiqi Zhao, Yajuan Lv, Yansong Feng, Xiaojun Wan, Dongyan Zhao:
Overview of Baidu Cup 2016: Challenge on Entity Search. 848-853 - Yabin Leng, Weiwei Liu, Sheng Wang, Xiaojie Wang:
A Feature-Rich CRF Segmenter for Chinese Micro-Blog. 854-861 - Shutian Ma, Xiaoyong Zhang, Chengzhi Zhang:
NLPCC 2016 Shared Task Chinese Words Similarity Measure via Ensemble Learning Based on Multiple Resources. 862-869 - Xiaojun Wan, Jianmin Zhang, Jin-ge Yao, Tianming Wang:
Overview of the NLPCC-ICCPOL 2016 Shared Task: Sports News Generation from Live Webcast Scripts. 870-875 - Maofu Liu, Qiaosong Qi, Huijun Hu, Han Ren:
Sports News Generation from Live Webcast Scripts Based on Rules and Templates. 876-884 - Linjie Wang, Yu Zhang, Ting Liu:
A Deep Learning Approach for Question Answering Over Knowledge Base. 885-892 - Nan Yu, Da Pan, Meishan Zhang
Stance Detection in Chinese MicroBlogs with Neural Networks. 893-900 - Xipeng Qiu
Overview of the NLPCC-ICCPOL 2016 Shared Task: Chinese Word Segmentation for Micro-Blog Texts. 901-906 - Ruifeng Xu, Yu Zhou, Dongyin Wu, Lin Gui
Overview of NLPCC Shared Task 4: Stance Detection in Chinese Microblogs. 907-916 - Fengyu Yang, Liang Gan, Aiping Li, Huang Dongchuan, Xiaohui Chou, Hongmei Liu:
Combining Deep Learning with Information Retrieval for Question Answering. 917-925 - Fangying Wu, Muyun Yang
A Hybrid Approach to DBQA. 926-933 - Benyou Wang
A Chinese Question Answering Approach Integrating Count-Based and Embedding-Based Features. 934-941 - Nan Duan
Overview of the NLPCC-ICCPOL 2016 Shared Task: Open Domain Chinese Question Answering. 942-948
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