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NLPCC 2017: Dalian, China
- Xuanjing Huang, Jing Jiang, Dongyan Zhao, Yansong Feng, Yu Hong:
Natural Language Processing and Chinese Computing - 6th CCF International Conference, NLPCC 2017, Dalian, China, November 8-12, 2017, Proceedings. Lecture Notes in Computer Science 10619, Springer 2018, ISBN 978-3-319-73617-4
IR/Search/Bot
- Liyun Wen, Xiaojie Wang, Zhenjiang Dong
, Hong Chen:
Jointly Modeling Intent Identification and Slot Filling with Contextual and Hierarchical Information. 3-15 - Junnan Zhu
Augmenting Neural Sentence Summarization Through Extractive Summarization. 16-28 - Yue Ma, Xiaojie Wang, Zhenjiang Dong
Cascaded LSTMs Based Deep Reinforcement Learning for Goal-Driven Dialogue. 29-41 - Lian Meng, Minlie Huang:
Dialogue Intent Classification with Long Short-Term Memory Networks. 42-50 - Yimeng Zhuang, Xianliang Wang, Han Zhang, Jinghui Xie, Xuan Zhu:
An Ensemble Approach to Conversation Generation. 51-62 - Lingfei Qian, Anran Wang, Yan Wang, Yuhang Huang, Jian Wang, Hongfei Lin:
First Place Solution for NLPCC 2017 Shared Task Social Media User Modeling. 63-72
Knowledge Graph/IE/QA
- Tianyu Liu, Bingzhen Wei, Baobao Chang, Zhifang Sui:
Large-Scale Simple Question Generation by Template-Based Seq2seq Learning. 75-87 - Zhiqiang Liu, Mengzhang Li, Tianyu Bai, Rui Yan, Yan Zhang:
A Dual Attentive Neural Network Framework with Community Metadata for Answer Selection. 88-100 - Xuelian Li, Qian Liu, Man Zhu, Feifei Xu, Yunxiu Yu, Shang Zhang, Zhaoxi Ni, Zhiqiang Gao:
Geography Gaokao-Oriented Knowledge Acquisition for Comparative Sentences Based on Logic Programming. 101-113 - Xia Li, Hanfeng Liu, Shengyi Jiang:
Chinese Question Classification Based on Semantic Joint Features. 114-123 - Yuxuan Lai, Yanyan Jia, Yang Lin, Yansong Feng, Dongyan Zhao:
A Chinese Question Answering System for Single-Relation Factoid Questions. 124-135 - Zhipeng Xie:
Enhancing Document-Based Question Answering via Interaction Between Question Words and POS Tags. 136-147
Machine Learning
- Hongwei Liu, Yun Xu:
A Deep Learning Way for Disease Name Representation and Normalization. 151-157 - Xihan Yue, Luoyi Fu, Xinbing Wang:
Externally Controllable RNN for Implicit Discourse Relation Classification. 158-169 - Keegan Kang
Random Projections with Bayesian Priors. 170-182 - Jiachen Du, Lin Gui
A Convolutional Attention Model for Text Classification. 183-195 - Huijia Wu, Jiajun Zhang, Chengqing Zong:
Shortcut Sequence Tagging. 196-207
Machine Translation
- Long Zhou, Jiajun Zhang, Chengqing Zong:
Look-Ahead Attention for Generation in Neural Machine Translation. 211-223 - Shuangzhi Wu, Dongdong Zhang, Shujie Liu, Ming Zhou:
Modeling Indicative Context for Statistical Machine Translation. 224-232 - Shaotong Li, Jinan Xu, Guoyi Miao, Yujie Zhang, Yufeng Chen:
A Semantic Concept Based Unknown Words Processing Method in Neural Machine Translation. 233-242 - Yonghe Wang, Feilong Bao, Hongwei Zhang, Guanglai Gao:
Research on Mongolian Speech Recognition Based on FSMN. 243-254 - Na Ye, Ping Xu, Chuang Wu, Guiping Zhang:
Using Bilingual Segments to Improve Interactive Machine Translation. 255-266 - Chen Zhao, Yanchao Liu, Jianyi Guo, Wei Chen, Xin Yan, Zhengtao Yu, Xiuqin Chen:
Vietnamese Part of Speech Tagging Based on Multi-category Words Disambiguation Model. 267-277
NLP Applications
- Mengqiao Han, Ou Wu, Zhendong Niu
Unsupervised Automatic Text Style Transfer Using LSTM. 281-292 - Jian Tang, Yu Hong, Mengyi Liu, Jiashuo Zhang, Jianmin Yao:
Optimizing Topic Distributions of Descriptions for Image Description Translation. 293-304 - Runtao Liu, Liangcai Gao, Dong An, Zhuoren Jiang, Zhi Tang:
Automatic Document Metadata Extraction Based on Deep Networks. 305-317 - Zhongbo Yin, Jintao Tang, Chengsen Ru, Wei Luo, Zhunchen Luo, Xiaolei Ma:
A Semantic Representation Enhancement Method for Chinese News Headline Classification. 318-328 - Liwei Hou, Po Hu, Chao Bei:
Abstractive Document Summarization via Neural Model with Joint Attention. 329-338 - Zhonglei Lu, Wenfen Liu, Yanfang Zhou, Xuexian Hu, Binyu Wang:
An Effective Approach for Chinese News Headline Classification Based on Multi-representation Mixed Model with Attention and Ensemble Learning. 339-350
NLP Fundamentals
- Qian Yan, Chenlin Shen, Shoushan Li, Fen Xia, Zekai Du:
Domain-Specific Chinese Word Segmentation with Document-Level Optimization. 353-365 - Lei Sha
Will Repeated Reading Benefit Natural Language Understanding? 366-379 - Zhipeng Xie, Junfeng Hu:
A Deep Convolutional Neural Model for Character-Based Chinese Word Segmentation. 380-392 - Fang Kong, Guodong Zhou
Chinese Zero Pronoun Resolution: A Chain to Chain Approach. 393-405 - Cheng Sheng, Fang Kong, Guodong Zhou
Towards Better Chinese Zero Pronoun Resolution from Discourse Perspective. 406-418 - Zuyi Bao, Si Li, Sheng Gao, Weiran Xu:
Neural Domain Adaptation with Contextualized Character Embedding for Chinese Word Segmentation. 419-430 - Shichao Sun, Zhipeng Xie:
BiLSTM-Based Models for Metaphor Detection. 431-442 - Zhan Shi, Xinchi Chen, Xipeng Qiu
Hyper-Gated Recurrent Neural Networks for Chinese Word Segmentation. 443-455 - Yunxiao Zhou, Man Lan, Yuanbin Wu:
Effective Semantic Relationship Classification of Context-Free Chinese Words with Simple Surface and Embedding Features. 456-464 - Changliang Li, Teng Ma:
Classification of Chinese Word Semantic Relations. 465-473
Social Network
- Jianjun Wu, Ying Sha, Rui Li, Qi Liang, Bo Jiang, Jianlong Tan, Bin Wang:
Identification of Influential Users Based on Topic-Behavior Influence Tree in Social Networks. 477-489 - Jin Qian, Yeyun Gong, Qi Zhang, Xuanjing Huang:
Hierarchical Dirichlet Processes with Social Influence. 490-502 - Pan Xiao, Yongquan Fan, Yajun Du:
A Personality-Aware Followee Recommendation Model Based on Text Semantics and Sentiment Analysis. 503-514 - Donglei Liu, Yipeng Su, Xudong Li, Zhendong Niu
A Novel Community Detection Method Based on Cluster Density Peaks. 515-525
Text Mining
- Jian Xu, Hao Yin, Lu Zhang, Shoushan Li, Guodong Zhou
Review Rating with Joint Classification and Regression Model. 529-540 - Weiming Lu, Yangfan Zhou, Haijiao Lu, Pengkun Ma, Zhenyu Zhang, Baogang Wei:
Boosting Collective Entity Linking via Type-Guided Semantic Embedding. 541-553 - Lishuang Li, Jia Wan, Degen Huang:
Biomedical Domain-Oriented Word Embeddings via Small Background Texts for Biomedical Text Mining Tasks. 554-564 - Yufeng Diao, Liang Yang, Dongyu Zhang, Linhong Xu, Xiaochao Fan, Di Wu, Hongfei Lin:
Homographic Puns Recognition Based on Latent Semantic Structures. 565-576
Short Papers
- Yujun Zhou, Changliang Li, Bo Xu, Jiaming Xu, Lei Yang, Bo Xu:
Constructing a Chinese Conversation Corpus for Sentiment Analysis. 579-590 - Pengming Wang, Peng Li, Rui Li, Bin Wang:
Improving Retrieval Quality Using PRF Mechanism from Event Perspective. 591-600 - Junwei Bao, Nan Duan
An Information Retrieval-Based Approach to Table-Based Question Answering. 601-611 - Rui Zhang, Zhenyu Wang, Dongcheng Mai:
Building Emotional Conversation Systems Using Multi-task Seq2Seq Learning. 612-621 - Dongzhen Wen, Liang Yang, Hengchao Li, Kai Guo, Peng Fei, Hongfei Lin:
NLPCC 2017 Shared Task Social Media User Modeling Method Summary by DUTIR_923. 622-631 - Jianhua Yuan
Babbling - The HIT-SCIR System for Emotional Conversation Generation. 632-641 - Zengzhuang Xu, Rui Song, Bowei Zou, Yu Hong:
Unsupervised Slot Filler Refinement via Entity Community Construction. 642-651 - Xi Yang, Shiya Ren, Yuan Li, Ke Shen
Relation Linking for Wikidata Using Bag of Distribution Representation. 652-661 - Qingyu Zhou
Neural Question Generation from Text: A Preliminary Study. 662-671 - Zhihui Zheng, Daohe Lu, Qingcai Chen, Haijun Yang, Yang Xiang, Youcheng Pan, Wei Zhong:
Answer Selection in Community Question Answering by Normalizing Support Answers. 672-682 - Yahui Li, Muyun Yang
An Empirical Study on Incorporating Prior Knowledge into BLSTM Framework in Answer Selection. 683-692 - Zhan Su, Benyou Wang
Enhanced Embedding Based Attentive Pooling Network for Answer Selection. 693-700 - Han Zhang, Muhua Zhu, Huizhen Wang:
A Retrieval-Based Matching Approach to Open Domain Knowledge-Based Question Answering. 701-711 - Ziliang Wang, Weijie Bian, Si Li, Guang Chen, Zhiqing Lin:
Improved Compare-Aggregate Model for Chinese Document-Based Question Answering. 712-720 - Jingjing Xu, Shuming Ma, Yi Zhang, Bingzhen Wei, Xiaoyan Cai, Xu Sun:
Transfer Deep Learning for Low-Resource Chinese Word Segmentation with a Novel Neural Network. 721-730 - Xiaomin Zhang, Li Huang, Hong Qu:
AHNN: An Attention-Based Hybrid Neural Network for Sentence Modeling. 731-740 - Kunli Zhang, Hongfei Xu
Improving Chinese-English Neural Machine Translation with Detected Usages of Function Words. 741-749 - Lu Zeng, Qi Wang
Using NMT with Grammar Information and Self-taught Mechanism in Translating Chinese Symptom and Disease Terminologies. 750-759 - ShaoLin Zhu, Xiao Li, Yating Yang, Lei Wang, Chenggang Mi:
Learning Bilingual Lexicon for Low-Resource Language Pairs. 760-770 - Xinying Qiu, Kebin Deng, Likun Qiu, Xin Wang:
Exploring the Impact of Linguistic Features for Chinese Readability Assessment. 771-783 - Tianyong Hao
A Semantic-Context Ranking Approach for Community-Oriented English Lexical Simplification. 784-796 - Fenhong Zhu, Xiaozheng Dong, Rui Song, Yu Hong, Qiaoming Zhu:
A Multiple Learning Model Based Voting System for News Headline Classification. 797-806 - Maofu Liu, Yan Yu, Qiaosong Qi, Huijun Hu, Han Ren:
Extractive Single Document Summarization via Multi-feature Combination and Sentence Compression. 807-817 - Yongguan Wang, Binjie Meng, Pengyuan Liu, Erhong Yang:
A News Headlines Classification Method Based on the Fusion of Related Words. 818-827 - Bingquan Liu, Xinkai Du, Ming Liu, Chengjie Sun, Guidong Zheng, Chao Zou:
Resolving Chinese Zero Pronoun with Word Embedding. 828-838 - Qian Yan, Limin Wang, Shoushan Li, Huan Liu, Guodong Zhou
Active Learning for Chinese Word Segmentation on Judgements. 839-848 - E. Shijia, Shengbin Jia, Yang Xiang:
Study on the Chinese Word Semantic Relation Classification with Word Embedding. 849-855 - Yaorong Zhang, Bo Yang, Li Yi, Yi Liu, Yangsen Zhang:
HDP-TUB Based Topic Mining Method for Chinese Micro-blogs. 856-865 - Xuepeng Wang, Kang Liu, Jun Zhao:
Detecting Deceptive Review Spam via Attention-Based Neural Networks. 866-876 - Xiangwen Liao
A Tensor Factorization Based User Influence Analysis Method with Clustering and Temporal Constraint. 877-886 - Weiming Lu, Peng Wang, Huan Wang, Jiahui Liu, Hao Dai, Baogang Wei:
Cross-Lingual Entity Matching for Heterogeneous Online Wikis. 887-899 - Daniel Stantic, Fei Song:
A Unified Probabilistic Model for Aspect-Level Sentiment Analysis. 900-909 - Mingzhou Yang, Daling Wang, Shi Feng, Yifei Zhang:
An Empirical Study on Learning Based Methods for User Consumption Intention Classification. 910-918 - Yunfang Wu, Minghua Zhang:
Overview of the NLPCC 2017 Shared Task: Chinese Word Semantic Relation Classification. 919-925 - Minlie Huang, Zuoxian Ye, Hao Zhou:
Overview of the NLPCC 2017 Shared Task: Emotion Generation Challenge. 926-936 - Fuzheng Zhang, Defu Lian
Overview of the NLPCC-ICCPOL 2017 Shared Task: Social Media User Modeling. 937-941 - Lifeng Hua, Xiaojun Wan, Lei Li:
Overview of the NLPCC 2017 Shared Task: Single Document Summarization. 942-947 - Xipeng Qiu
Overview of the NLPCC 2017 Shared Task: Chinese News Headline Categorization. 948-953 - Nan Duan
Overview of the NLPCC 2017 Shared Task: Open Domain Chinese Question Answering. 954-961
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