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17th CCL 2018: Changsha, China
- Maosong Sun, Ting Liu, Xiaojie Wang, Zhiyuan Liu, Yang Liu:
Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 17th China National Conference, CCL 2018, and 6th International Symposium, NLP-NABD 2018, Changsha, China, October 19-21, 2018, Proceedings. Lecture Notes in Computer Science 11221, Springer 2018, ISBN 978-3-030-01715-6
Semantics
- Zheng Chen, Keqi Hu:
Radical Enhanced Chinese Word Embedding. 3-11 - Haiyan Wu, Ying Liu:
Syntax Enhanced Research Method of Stylistic Features. 12-23 - Yanna Zhang, Jinan Xu, Guoyi Miao, Yufeng Chen, Yujie Zhang:
Addressing Domain Adaptation for Chinese Word Segmentation with Instances-Based Transfer Learning. 24-36
Machine Translation
- Xiaojun Quan, Chunyu Kit
, Wuya Chen:
Collaborative Matching for Sentence Alignment. 39-52 - Yingting Wu, Hai Zhao:
Finding Better Subword Segmentation for Neural Machine Translation. 53-64 - Tao Feng, Miao Li, Xiaojun Liu, Yichao Cao:
Improving Low-Resource Neural Machine Translation with Weight Sharing. 65-75 - Mingjie Tian, Yahui Zhao, Rongyi Cui:
Identifying Word Translations in Scientific Literature Based on Labeled Bilingual Topic Model and Co-occurrence Features. 76-87 - Xiaoting Wu
Term Translation Extraction from Historical Classics Using Modern Chinese Explanation. 88-98 - Wen Lai, Xiaobing Zhao, Xiaqing Li:
Research on Chinese-Tibetan Neural Machine Translation. 99-108
Knowledge Graph and Information Extraction
- Binjie Meng, Lei Hou, Erhong Yang, Juanzi Li:
Metadata Extraction for Scientific Papers. 111-122 - Jianfeng Du, Kunxun Qi, Yuming Shen:
Knowledge Graph Embedding with Logical Consistency. 123-135 - Lishuang Li, Yuankai Guo, Shuang Qian, Anqiao Zhou:
An End-to-End Entity and Relation Extraction Network with Multi-head Attention. 136-146 - Wenya Wu, Yufeng Chen, Jinan Xu, Yujie Zhang:
Attention-Based Convolutional Neural Networks for Chinese Relation Extraction. 147-158 - Jia-Chen Gu, Zhen-Hua Ling, Nitin Indurkhya:
A Study on Improving End-to-End Neural Coreference Resolution. 159-169 - Hailong Jin, Lei Hou
Type Hierarchy Enhanced Heterogeneous Network Embedding for Fine-Grained Entity Typing in Knowledge Bases. 170-182 - Qianying Liu, Daisuke Kawahara, Sujian Li:
Scientific Keyphrase Extraction: Extracting Candidates with Semi-supervised Data Augmentation. 183-194
Linguistic Resource Annotation and Evaluation
- Zhuo Zhen, Yuquan Chen:
Using a Chinese Lexicon to Learn Sense Embeddings and Measure Semantic Similarity. 197-208 - Yuanyuan Qiu, Hongzheng Li, Shen Li, Yingdi Jiang, Renfen Hu, Lijiao Yang:
Revisiting Correlations between Intrinsic and Extrinsic Evaluations of Word Embeddings. 209-221
Information Retrieval and Question Answering
- Hanqian Wu, Mumu Liu, Jingjing Wang, Jue Xie
Question-Answering Aspect Classification with Hierarchical Attention Network. 225-237 - Libo Qin, Yijia Liu, Wanxiang Che, Haoyang Wen, Ting Liu:
End-to-End Task-Oriented Dialogue System with Distantly Supervised Knowledge Base Retriever. 238-249 - Yufan Wang, Li Tang, Tingting He:
Attention-Based CNN-BLSTM Networks for Joint Intent Detection and Slot Filling. 250-261 - Chunhua Liu, Yan Zhao, Qingyi Si, Haiou Zhang, Bohan Li, Dong Yu:
Multi-Perspective Fusion Network for Commonsense Reading Comprehension. 262-274
Text Classification and Summarization
- Yunheng Zhang, Leihan Zhang, Ke Xu, Le Zhang:
A Hierarchical Hybrid Neural Network Architecture for Chinese Text Summarization. 277-288 - Hongyan Zhao, Ru Li, Fei Duan, Zepeng Wu, Shaoru Guo:
TSABCNN: Two-Stage Attention-Based Convolutional Neural Network for Frame Identification. 289-301 - Yue Zhang, Liying Zhang, Yao Liu:
Linked Document Classification by Network Representation Learning. 302-313 - Yiming Zhang
A Word Embedding Transfer Model for Robust Text Categorization. 314-323 - Tianshang Liu, Haoran Li, Junnan Zhu
Review Headline Generation with User Embedding. 324-334
Social Computing and Sentiment Analysis
- Dawei Cong, Jianhua Yuan
A Joint Model for Sentiment Classification and Opinion Words Extraction. 337-347 - Yu Zhu, Zhonglin Ye, Haixing Zhao, Ke Zhang:
Network Representation Learning Based on Community and Text Features. 348-360
NLP Applications
- Qingbin Liu, Shizhu He, Kang Liu, Shengping Liu, Jun Zhao:
Learning to Detect Verbose Expressions in Spoken Texts. 363-375 - Zhichang Zhang, Yu Zhang, Tong Zhou:
Medical Knowledge Attention Enhanced Neural Model for Named Entity Recognition in Chinese EMR. 376-385 - Xia Li, Minping Chen, Jianyun Nie
Coherence-Based Automated Essay Scoring Using Self-attention. 386-397 - Kaiyin Zhou, Xinzhi Yao
Trigger Words Detection by Integrating Attention Mechanism into Bi-LSTM Neural Network - A Case Study in PubMED-Wide Trigger Words Detection for Pancreatic Cancer. 398-409
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