Natural Language Processing and Chinese Computing: 7th CCF International Conference, NLPCC 2018, Hohhot, China, August 26–30, 2018, Proceedings, Part I

✍ Scribed by Min Zhang, Vincent Ng, Dongyan Zhao, Sujian Li, Hongying Zan

• Publisher: Springer International Publishing
• Year: 2018
• Tongue: English
• Leaves: 501
• Series: Lecture Notes in Computer Science 11108
• Edition: 1st ed.
• Category: Library

✦ Synopsis

This two volume set of LNAI 11108 and LNAI 11109 constitutes the refereed proceedings of the 7th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2018, held in Hohhot, China, in August 2018.

The 55 full papers and 31 short papers presented were carefully reviewed and selected from 308 submissions. The papers of the first volume are organized in the following topics: conversational Bot/QA/IR; knowledge graph/IE; machine learning for NLP; machine translation; and NLP applications. The papers of the second volume are organized as follows: NLP for social network; NLP fundamentals; text mining; and short papers.

✦ Table of Contents

Front Matter ....Pages I-XXIX
Front Matter ....Pages 1-1
Question Answering for Technical Customer Support (Yang Li, Qingliang Miao, Ji Geng, Christoph Alt, Robert Schwarzenberg, Leonhard Hennig et al.)....Pages 3-15
Perception and Production of Mandarin Monosyllabic Tones by Amdo Tibetan College Students (Zhenye Gan, Jiafang Han, Hongwu Yang)....Pages 16-26
Effective Character-Augmented Word Embedding for Machine Reading Comprehension (Zhuosheng Zhang, Yafang Huang, Pengfei Zhu, Hai Zhao)....Pages 27-39
Mongolian Grapheme to Phoneme Conversion by Using Hybrid Approach (Zhinan Liu, Feilong Bao, Guanglai Gao, Suburi)....Pages 40-50
From Plots to Endings: A Reinforced Pointer Generator for Story Ending Generation (Yan Zhao, Lu Liu, Chunhua Liu, Ruoyao Yang, Dong Yu)....Pages 51-63
A3Net:Adversarial-and-Attention Network for Machine Reading Comprehension (Jiuniu Wang, Xingyu Fu, Guangluan Xu, Yirong Wu, Ziyan Chen, Yang Wei et al.)....Pages 64-75
When Less Is More: Using Less Context Information to Generate Better Utterances in Group Conversations (Haisong Zhang, Zhangming Chan, Yan Song, Dongyan Zhao, Rui Yan)....Pages 76-84
I Know There Is No Answer: Modeling Answer Validation for Machine Reading Comprehension (Chuanqi Tan, Furu Wei, Qingyu Zhou, Nan Yang, Weifeng Lv, Ming Zhou)....Pages 85-97
Learning to Converse Emotionally Like Humans: A Conditional Variational Approach (Rui Zhang, Zhenyu Wang)....Pages 98-109
Response Selection of Multi-turn Conversation with Deep Neural Networks (Yunli Wang, Zhao Yan, Zhoujun Li, Wenhan Chao)....Pages 110-119
Learning Dialogue History for Spoken Language Understanding (Xiaodong Zhang, Dehong Ma, Houfeng Wang)....Pages 120-132
A Neural Question Generation System Based on Knowledge Base (Hao Wang, Xiaodong Zhang, Houfeng Wang)....Pages 133-142
Front Matter ....Pages 143-143
ProjR: Embedding Structure Diversity for Knowledge Graph Completion (Wen Zhang, Juan Li, Huajun Chen)....Pages 145-157
BiTCNN: A Bi-Channel Tree Convolution Based Neural Network Model for Relation Classification (Feiliang Ren, Yongcheng Li, Rongsheng Zhao, Di Zhou, Zhihui Liu)....Pages 158-170
Using Entity Relation to Improve Event Detection via Attention Mechanism (Jingli Zhang, Wenxuan Zhou, Yu Hong, Jianmin Yao, Min Zhang)....Pages 171-183
Five-Stroke Based CNN-BiRNN-CRF Network for Chinese Named Entity Recognition (Fan Yang, Jianhu Zhang, Gongshen Liu, Jie Zhou, Cheng Zhou, Huanrong Sun)....Pages 184-195
Learning BLSTM-CRF with Multi-channel Attribute Embedding for Medical Information Extraction (Jie Liu, Shaowei Chen, Zhicheng He, Huipeng Chen)....Pages 196-208
Distant Supervision for Relation Extraction with Neural Instance Selector (Yubo Chen, Hongtao Liu, Chuhan Wu, Zhigang Yuan, Minyu Jiang, Yongfeng Huang)....Pages 209-220
Complex Named Entity Recognition via Deep Multi-task Learning from Scratch (Guangyu Chen, Tao Liu, Deyuan Zhang, Bo Yu, Baoxun Wang)....Pages 221-233
Front Matter ....Pages 235-235
Hierarchical Attention Based Semi-supervised Network Representation Learning (Jie Liu, Junyi Deng, Guanghui Xu, Zhicheng He)....Pages 237-249
Joint Binary Neural Network for Multi-label Learning with Applications to Emotion Classification (Huihui He, Rui Xia)....Pages 250-259
Accelerating Graph-Based Dependency Parsing with Lock-Free Parallel Perceptron (Shuming Ma, Xu Sun, Yi Zhang, Bingzhen Wei)....Pages 260-268
Memory-Based Matching Models for Multi-turn Response Selection in Retrieval-Based Chatbots (Xingwu Lu, Man Lan, Yuanbin Wu)....Pages 269-278
NEUTag’s Classification System for Zhihu Questions Tagging Task (Yuejia Xiang, HuiZheng Wang, Duo Ji, Zheyang Zhang, Jingbo Zhu)....Pages 279-288
Front Matter ....Pages 289-289
Otem&Utem: Over- and Under-Translation Evaluation Metric for NMT (Jing Yang, Biao Zhang, Yue Qin, Xiangwen Zhang, Qian Lin, Jinsong Su)....Pages 291-302
Improved Neural Machine Translation with Chinese Phonologic Features (Jian Yang, Shuangzhi Wu, Dongdong Zhang, Zhoujun Li, Ming Zhou)....Pages 303-315
Coarse-To-Fine Learning for Neural Machine Translation (Zhirui Zhang, Shujie Liu, Mu Li, Ming Zhou, Enhong Chen)....Pages 316-328
Source Segment Encoding for Neural Machine Translation (Qiang Wang, Tong Xiao, Jingbo Zhu)....Pages 329-340
Youdao’s Winning Solution to the NLPCC-2018 Task 2 Challenge: A Neural Machine Translation Approach to Chinese Grammatical Error Correction (Kai Fu, Jin Huang, Yitao Duan)....Pages 341-350
Front Matter ....Pages 351-351
Target Extraction via Feature-Enriched Neural Networks Model (Dehong Ma, Sujian Li, Houfeng Wang)....Pages 353-364
A Novel Attention Based CNN Model for Emotion Intensity Prediction (Hongliang Xie, Shi Feng, Daling Wang, Yifei Zhang)....Pages 365-377
Recurrent Neural CRF for Aspect Term Extraction with Dependency Transmission (Lindong Guo, Shengyi Jiang, Wenjing Du, Suifu Gan)....Pages 378-390
Dependency Parsing and Attention Network for Aspect-Level Sentiment Classification (Zhifan Ouyang, Jindian Su)....Pages 391-403
Abstractive Summarization Improved by WordNet-Based Extractive Sentences (Niantao Xie, Sujian Li, Huiling Ren, Qibin Zhai)....Pages 404-415
Improving Aspect Identification with Reviews Segmentation (Tianhao Ning, Zhen Wu, Xin-Yu Dai, Jiajun Huang, Shujian Huang, Jiajun Chen)....Pages 416-428
Cross-Lingual Emotion Classification with Auxiliary and Attention Neural Networks (Lu Zhang, Liangqing Wu, Shoushan Li, Zhongqing Wang, Guodong Zhou)....Pages 429-441
Are Ratings Always Reliable? Discover Users’ True Feelings with Textual Reviews (Bin Hao, Min Zhang, Yunzhi Tan, Yiqun Liu, Shaoping Ma)....Pages 442-453
The Sogou Spoken Language Understanding System for the NLPCC 2018 Evaluation (Neng Gong, Tongtong Shen, Tianshu Wang, Diandian Qi, Meng Li, Jia Wang et al.)....Pages 454-463
Improving Pointer-Generator Network with Keywords Information for Chinese Abstractive Summarization (Xiaoping Jiang, Po Hu, Liwei Hou, Xia Wang)....Pages 464-474
Back Matter ....Pages 475-478

✦ Subjects

Computer Science; Artificial Intelligence (incl. Robotics); Language Translation and Linguistics; Document Preparation and Text Processing; Information Storage and Retrieval; Database Management; Data Mining and Knowledge Discovery