Semantics -- Improving Chinese Semantic Role Labeling with English Proposition Bank -- Transition-based Chinese Semantic Dependency Graph Parsing -- Improved Graph-based Dependency Parsing via Hierarchical LSTM Networks -- Machine Translation -- Error Analysis of English-Chinese Machine Translation -- I Can Guess What You Mean: A Monolingual Query Enhancement for Machine Translation -- Keeping the Meanings of the Source Text: An introduction to Yes Translate -- Sentence Alignment Method Based on Maximum Entropy Model Using Anchor Sentences -- Using Collaborative Training Method to build Vietnamese Dependency Treebank -- Multilinguality in NLP -- A Novel Approach to Improve the Mongolian Language Model using Intermediate Characters -- Improved Joint Kazakh POS Tagging and Chunking -- Coping with problems of Unicoded Traditional Mongolian -- Tibetan Person Attributes Extraction Based on BP Neural Network -- Semi-supervised Learning for Mongolian Morphological Segmentation -- Investigation and use of methods for defining the extends of similarity of Kazakh language sentences -- Knowledge graph and information extraction -- Recognizing Biomedical Named Entities Based on the Sentence Vector/Twin Word Embeddings Conditioned Bidirectional LSTM -- Definition Extraction with LSTM Recurrent Neural Networks -- Event Extraction via Bidirectional Long Short-Term Memory Tensor Neural Networks -- Chinese Hedge Scope Detection Based on Structure and Semantic Information -- Combining Event-level and Cross-event Semantic Information for Event-Oriented Relation Classification by SCNN -- Linguistic resource annotation and evaluation -- The Constitution of a Fine-Grained Opinion Annotated Corpus on Weibo -- The Construction of a Customized Medical Corpus for Assisting Chinese Clinicians in English Research Article Writing -- Pages Information retrieval and question answering -- Topic-Sentiment Mining from Multiple Text Collections -- A New Focus Strategy for Efficient Dialog Management -- Text classification and summarization -- Recognizing Textual Entailment via Multi-task Knowledge Assisted LSTM -- Multilingual Multi-document Summarization with Enhanced hLDA Features -- News Abridgement Algorithm Based on Word Alignment and Syntactic Parsing -- A Hierarchical LSTM Model for Joint Tasks -- Enhancing Neural Disfluency Detection with Hand-crafted Features -- Social computing and sentiment analysis -- Active Learning for Age Regression in Social Media -- A Novel Approach for Discovering Local Community Structure in Networks -- Identifying Suspected Cybermob on Tieba -- Chinese Sentiment Analysis Exploiting Heterogeneous Segmentations -- Towards Scalable Emotion Classification in Microblog Based on Noisy Training Data -- NLP Applications -- A Bootstrapping Approach to Symptom Entity Extraction on Chinese Electronic Medical Records -- Automatic Naming of Speakers in Video via Name-Face Mapping -- Image Tag Recommendation via Deep Cross-modal Correlation Mining -- Is Local Window Essential for Neural Network based Chinese Word Segmentation .