Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data: 14th China National Conference, CCL 2015 and Third International Symposium, NLP-NABD 2015, Guangzhou, China, November 13-14, 2015, Proceedings

Front Matter....Pages I-XVI
Front Matter....Pages 1-1
Building a Collation Element Table for a Large Chinese Character Set in YES....Pages 3-14
Improved Learning of Chinese Word Embeddings with Semantic Knowledge....Pages 15-25
Incorporating Word Clustering into Complex Noun Phrase Identification....Pages 26-37
A Three-Layered Collocation Extraction Tool and Its Application in China English Studies....Pages 38-49
Front Matter....Pages 51-51
The Designing and Construction of Domain-oriented Vietnamese-English-Chinese FrameNet....Pages 53-65
Semantic Role Labeling Using Recursive Neural Network....Pages 66-76
A Comparative Analysis of Chinese Simile and Metaphor Based on a Large Scale Chinese Corpus....Pages 77-88
Chinese Textual Entailment Recognition Enhanced with Word Embedding....Pages 89-100
Front Matter....Pages 101-101
Negative Emotion Recognition in Spoken Dialogs....Pages 103-115
Incorporating Sample Filtering into Subject-Based Ensemble Model for Cross-Domain Sentiment Classification....Pages 116-127
Front Matter....Pages 129-129
Insight into Multiple References in an MT Evaluation Metric....Pages 131-140
A Hybrid Sentence Splitting Method by Comma Insertion for Machine Translation with CRF....Pages 141-152
Domain Adaptation for SMT Using Sentence Weight....Pages 153-163
Front Matter....Pages 165-165
Types and Constructions of Exocentric Adjectives in Tibetan....Pages 167-179
Mongolian Speech Recognition Based on Deep Neural Networks....Pages 180-188
Tibetan Word Segmentation as Sub-syllable Tagging with Syllable’s Part-of-Speech Property....Pages 189-201
Learning Distributed Representations of Uyghur Words and Morphemes....Pages 202-211
Front Matter....Pages 213-213
EHLLDA: A Supervised Hierarchical Topic Model....Pages 215-226
Graph-Based Dependency Parsing with Recursive Neural Network....Pages 227-239
A Neural Network Based Translation Constrained Reranking Model for Chinese Dependency Parsing....Pages 240-249
Front Matter....Pages 251-251
Distantly Supervised Neural Network Model for Relation Extraction....Pages 253-266
Learning Entity Representation for Named Entity Disambiguation....Pages 267-278
Exploring Recurrent Neural Networks to Detect Named Entities from Biomedical Text....Pages 279-290
Front Matter....Pages 291-291
Predicting Implicit Discourse Relations with Purely Distributed Representations....Pages 293-305
Front Matter....Pages 307-307
Answer Quality Assessment in CQA Based on Similar Support Sets....Pages 309-325
Learning to Rank Answers for Definitional Question Answering....Pages 326-332
A WordNet Expansion-Based Approach for Question Targets Identification and Classification....Pages 333-344
Front Matter....Pages 345-345
Clustering Chinese Product Features with Multilevel Similarity....Pages 347-355
Improving Link Prediction in Social Networks by User Comments and Sentiment Lexicon....Pages 356-365
Front Matter....Pages 367-367
Finite-to-Infinite N-Best POMDP for Spoken Dialogue Management....Pages 369-380
Academic Paper Recommendation Based on Heterogeneous Graph....Pages 381-392
Learning Document Representation for Deceptive Opinion Spam Detection....Pages 393-404
A Practical Keyword Recommendation Method Based on Probability in Digital Publication Domain....Pages 405-416
Automatic Knowledge Extraction and Data Mining from Echo Reports of Pediatric Heart Disease: Application on Clinical Decision Support....Pages 417-424
Back Matter....Pages 425-426