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ORCIDNLPCC 2019: Dunhuang, China
- Jie Tang, Min-Yen Kan, Dongyan Zhao, Sujian Li, Hongying Zan:
Natural Language Processing and Chinese Computing - 8th CCF International Conference, NLPCC 2019, Dunhuang, China, October 9-14, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11838, Springer 2019, ISBN 978-3-030-32232-8
Conversational Bot/QA/IR
- Guirong Bai, Shizhu He, Kang Liu, Jun Zhao:
Variational Attention for Commonsense Knowledge Aware Conversation Generation. 3-15 - Wanjun Zhong, Duyu Tang, Nan Duan
, Ming Zhou, Jiahai Wang, Jian Yin:
Improving Question Answering by Commonsense-Based Pre-training. 16-28 - Dongfang Li, Qingcai Chen, Songjian Chen, Xin Liu, Buzhou Tang, Ben Tan:
Multi-strategies Method for Cold-Start Stage Question Matching of rQA Task. 29-41 - Chen Chen, Lisong Qiu, Zhenxin Fu, Junfei Liu, Rui Yan:
Multilingual Dialogue Generation with Shared-Private Memory. 42-54 - Bowen Zhang, Xiaofei Xu, Xutao Li, Yunming Ye, Xiaojun Chen, Lianjie Sun:
Learning Personalized End-to-End Task-Oriented Dialogue Generation. 55-66 - Jiarui Yao, Minxuan Feng, Haixia Feng, Zhiguo Wang, Yuchen Zhang, Nianwen Xue:
SMART: A Stratified Machine Reading Test. 67-79 - Sen Hu, Lei Zou, Zhanxing Zhu:
How Question Generation Can Help Question Answering over Knowledge Base. 80-92 - Chen Shi, Qi Chen, Lei Sha, Hui Xue, Sujian Li, Lintao Zhang, Houfeng Wang:
We Know What You Will Ask: A Dialogue System for Multi-intent Switch and Prediction. 93-104 - Tongxuan Zhang, Yuqi Ren, Michael Mesfin Tadessem, Bo Xu, Xikai Liu, Liang Yang, Zhihao Yang, Jian Wang, Hongfei Lin:
Bi-directional Capsule Network Model for Chinese Biomedical Community Question Answering. 105-116 - Zhongxia Chen, Ruihua Song, Xing Xie, Jian-Yun Nie, Xiting Wang, Fuzheng Zhang, Enhong Chen:
Neural Response Generation with Relevant Emotions for Short Text Conversation. 117-129 - Linhao Zhang, Houfeng Wang:
Using Bidirectional Transformer-CRF for Spoken Language Understanding. 130-141 - Jia Li, Chongyang Tao, Nanyun Peng, Wei Wu, Dongyan Zhao, Rui Yan:
Evaluating and Enhancing the Robustness of Retrieval-Based Dialogue Systems with Adversarial Examples. 142-154 - Yang Xu, Qiyuan Liu, Dong Zhang, Shoushan Li, Guodong Zhou:
Many vs. Many Query Matching with Hierarchical BERT and Transformer. 155-167
Knowledge Graph/IE
- Kairong Hu, Hai Liu, Tianyong Hao:
A Knowledge Selective Adversarial Network for Link Prediction in Knowledge Graph. 171-183 - Longqi Dai, Bo Xu, Hui Song:
Feature-Level Attention Based Sentence Encoding for Neural Relation Extraction. 184-196 - Cunxiang Wang, Feiliang Ren, Zhichao Lin, Chenxu Zhao, Tian Xie, Yue Zhang:
Domain Representation for Knowledge Graph Embedding. 197-210 - Yang Lin, Pengyu Huang, Yuxuan Lai, Yansong Feng, Dongyan Zhao:
Evidence Distilling for Fact Extraction and Verification. 211-222 - Yashen Wang, Huanhuan Zhang, Yifeng Liu, Haiyong Xie:
KG-to-Text Generation with Slot-Attention and Link-Attention. 223-234 - Yan Huang, Ke Xu, Xiaoyang Yu, Tongyang Wang, Xinfang Zhang, Songfeng Lu:
Group-Constrained Embedding of Multi-fold Relations in Knowledge Bases. 235-248 - Huan Gao, Xianda Zheng, Weizhuo Li, Guilin Qi, Meng Wang:
Cosine-Based Embedding for Completing Schematic Knowledge. 249-261
Machine Learning for NLP
- Zhonglin Ye, Haixing Zhao, Ke Zhang, Yu Zhu, Yuzhi Xiao, Zhaoyang Wang:
Improved DeepWalk Algorithm Based on Preference Random Walk. 265-276 - Lianjie Sun, Xutao Li, Bowen Zhang, Yunming Ye, Baoxun Xu:
Learning Stance Classification with Recurrent Neural Capsule Network. 277-289 - Pengcheng Yang, Fuli Luo, Shuangzhi Wu, Jingjing Xu, Dongdong Zhang:
Learning Unsupervised Word Mapping via Maximum Mean Discrepancy. 290-302 - Da Ren, Yi Cai, Weizhao Li, Ruihang Xia, Zilu Li, Qing Li:
Solving Chinese Character Puzzles Based on Character Strokes. 303-313 - Shuhao Gu, Yang Feng:
Improving Multi-head Attention with Capsule Networks. 314-326 - Hongtao Liu, Peiyi Wang, Fangzhao Wu, Pengfei Jiao, Wenjun Wang, Xing Xie, Yueheng Sun:
REET: Joint Relation Extraction and Entity Typing via Multi-task Learning. 327-339
Machine Translation
- Xin Tan, Shaohui Kuang, Deyi Xiong:
Detecting and Translating Dropped Pronouns in Neural Machine Translation. 343-354 - Jinliang Lu, Jiajun Zhang:
Select the Best Translation from Different Systems Without Reference. 355-366 - Qiuxiang He, Guoping Huang, Lemao Liu, Li Li:
Word Position Aware Translation Memory for Neural Machine Translation. 367-379 - Juncheng Cao, Hai Zhao, Kai Yu:
Cross Aggregation of Multi-head Attention for Neural Machine Translation. 380-392 - Huanqin Wu, Muyun Yang, Jiaqi Wang, Junguo Zhu, Tiejun Zhao:
Target Oriented Data Generation for Quality Estimation of Machine Translation. 393-405 - Guoyi Miao, Hui Di, Jinan Xu, Zhongcheng Yang, Yufeng Chen, Kazushige Ouchi:
Improved Quality Estimation of Machine Translation with Pre-trained Language Representation. 406-417
NLP Applications
- Pancheng Wang, Shasha Li, Haifang Zhou, Jintao Tang, Ting Wang:
An Analytical Study on a Benchmark Corpus Constructed for Related Work Generation. 421-432 - Xiaoyu Guo, Meng Chen, Yang Song, Xiaodong He, Bowen Zhou:
Automated Thematic and Emotional Modern Chinese Poetry Composition. 433-446 - Qiaoben Bao, Hongying Zan, Peiyuan Gong, Junyi Chen, Yanghua Xiao:
Charge Prediction with Legal Attention. 447-458 - Hu Zhang, Xin Wang, Hongye Tan, Ru Li:
Applying Data Discretization to DPCNN for Law Article Prediction. 459-470 - Jianyong Duan, Lijian Pan, Hao Wang, Mei Zhang, Mingli Wu:
Automatically Build Corpora for Chinese Spelling Check Based on the Input Method. 471-485 - Wei Li, Zheng Yang:
Exploration on Generating Traditional Chinese Medicine Prescriptions from Symptoms with an End-to-End Approach. 486-498 - Hangbo Bao, Shaohan Huang, Furu Wei, Lei Cui, Yu Wu, Chuanqi Tan, Songhao Piao, Ming Zhou:
Neural Melody Composition from Lyrics. 499-511 - Tian Cai, Mengjun Shen, Huailiang Peng, Lei Jiang, Qiong Dai:
Improving Transformer with Sequential Context Representations for Abstractive Text Summarization. 512-524 - Feng Nie, Hailin Chen, Jinpeng Wang, Rong Pan, Chin-Yew Lin:
Beyond Word for Word: Fact Guided Training for Neural Data-to-Document Generation. 525-538 - Chao-Chung Wu, Ruihua Song, Tetsuya Sakai, Wen-Feng Cheng, Xing Xie, Shou-De Lin:
Evaluating Image-Inspired Poetry Generation. 539-551 - Pengyuan Liu, Yuning Deng, Chenghao Zhu, Han Hu:
XCMRC: Evaluating Cross-Lingual Machine Reading Comprehension. 552-564 - Jingwen Huang, Gaoyuan Zhang:
A Study on Prosodic Distribution of Yes/No Questions with Focus in Mandarin. 565-580
NLP for Social Network
- Chengzhi Jiang, Xianguo Zhang:
Neural Networks Merging Semantic and Non-semantic Features for Opinion Spam Detection. 583-595 - Minlong Peng, Qiyuan Bian, Qi Zhang, Tao Gui, Jinlan Fu, Lanjun Zeng, Xuanjing Huang:
Model the Long-Term Post History for Hashtag Recommendation. 596-608 - Zehui Dai, Wei Dai, Zhenhua Liu, Fengyun Rao, Huajie Chen, Guangpeng Zhang, Yadong Ding, Jiyang Liu:
Multi-Task Multi-Head Attention Memory Network for Fine-Grained Sentiment Analysis. 609-620 - Deli Chen, Shuming Ma, Pengcheng Yang, Qi Su:
Predicting Popular News Comments Based on Multi-Target Text Matching Model. 621-633 - Shengyi Jiang, Xiaoting Chen, Liming Zhang, Sutong Chen, Haonan Liu:
User-Characteristic Enhanced Model for Fake News Detection in Social Media. 634-646 - Hao Fei, Yafeng Ren, Donghong Ji:
Implicit Objective Network for Emotion Detection. 647-659 - Peng Cui, Yuanchao Liu, Bingquan Liu:
A Neural Topic Model Based on Variational Auto-Encoder for Aspect Extraction from Opinion Texts. 660-671 - Luwen Pu, Yuexian Zou, Jian Zhang, Shilei Huang, Lin Yao:
Using Dependency Information to Enhance Attention Mechanism for Aspect-Based Sentiment Analysis. 672-684 - Weizhi Ma, Zhen Wang, Min Zhang, Jing Qian, Huanbo Luan, Yiqun Liu, Shaoping Ma:
Stance Influences Your Thoughts: Psychology-Inspired Social Media Analytics. 685-697 - Guoyong Hu, Ye Ding, Shuhan Qi, Xuan Wang, Qing Liao:
Multi-depth Graph Convolutional Networks for Fake News Detection. 698-710 - Jiaxing Hu, Shumin Shi, Heyan Huang:
Combining External Sentiment Knowledge for Emotion Cause Detection. 711-722
NLP Fundamentals
- Yu Sun, Huibin Ruan, Yu Hong, Chenghao Wu, Min Zhang, Guodong Zhou:
Multi-grain Representation Learning for Implicit Discourse Relation Recognition. 725-736 - Zewen Chi, Heyan Huang, Shenjian Zhao, Heng-Da Xu, Xianling Mao:
Fast and Accurate Bilingual Lexicon Induction via Matching Optimization. 737-748 - Zefeng Lin, Xiaojun Wan, Zongming Guo:
Learning Diachronic Word Embeddings with Iterative Stable Information Alignment. 749-760 - Chao Che, Hanyu Zhao, Xiaoting Wu, Dongsheng Zhou, Qiang Zhang:
A Word Segmentation Method of Ancient Chinese Based on Word Alignment. 761-772 - Yi Zhou, Xiaomin Chu, Peifeng Li, Qiaoming Zhu:
Constructing Chinese Macro Discourse Tree via Multiple Views and Word Pair Similarity. 773-786 - Shu Liu, Jingjing Xu, Xuancheng Ren:
Evaluating Semantic Rationality of a Sentence: A Sememe-Word-Matching Neural Network Based on HowNet. 787-800 - Xiuming Qiao, Yue Zhang, Tiejun Zhao:
Learning Domain Invariant Word Representations for Parsing Domain Adaptation. 801-813 - Bowei Zhang, Weiwei Sun, Xiaojun Wan, Zongming Guo:
PKU Paraphrase Bank: A Sentence-Level Paraphrase Corpus for Chinese. 814-826 - Yibo Sun, Duyu Tang, Jingjing Xu, Nan Duan, Xiaocheng Feng, Bing Qin, Ting Liu, Ming Zhou:
Knowledge-Aware Conversational Semantic Parsing over Web Tables. 827-839 - Zizhuo Shen, Huayong Li, Dianqing Liu, Yanqiu Shao:
Dependency-Gated Cascade Biaffine Network for Chinese Semantic Dependency Graph Parsing. 840-851
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