Colligational Patterns in China English: the Case of the Verbs of Communication.- Testing the Reasoning Power for NLI Models with Annotated Multi-perspective Entailment Dataset.- Enhancing Chinese Word Embeddings from Relevant Derivative Meanings of Main-Components in Characters.- Association Relationship Analyses of Stylistic Syntactic Structures.- BB-KBQA: BERT-Based Knowledge Base Question Answering.- ERCNN: Enhanced Recurrent Convolutional Neural Networks for Learning Sentence Similarity.- Improving a Syntactic Graph Convolution Network for Sentence Compression.- Comparative Investigation of Deep Learning Components for End-to-end Implicit Discourse Relationship Parser.- Syntax-Aware Attention for Natural Language Inference with Phrase-Level Matching.- Sharing Pre-trained BERT Decoder for a Hybrid Summarization.- Title-Aware Neural News Topic Prediction.- How to Fine-Tune BERT for Text Classification?.- A Comprehensive Verification of Transformer in Text Classification.- Improving Relation Extraction with Relation-Based Gated Convolutional Selector.- Attention-based Gated Convolutional Neural Networks for Distant Supervised Relation Extraction.- Relation and Fact Type Supervised Knowledge Graph Embedding via Weighted Scores.- Leveraging Multi-Head Attention Mechanism to Improve Event Detection.- Short-Text Conceptualization Based on A Co-Ranking Framework via Lexical Knowledge Base.- Denoising Distant Supervision for Relation Extraction with Entropy Weight Method.- Cross-view Adaptation Network for Cross-domain Relation Extraction.- Mongolian-Chinese Unsupervised Neural Machine Translation with Lexical Feature.- Learning Multilingual Sentence Embeddings from Monolingual Corpus.- Chinese Historical Term Translation Pairs Extraction Using Modern Chinese As a Pivot Language.- Construction of an English-Uyghur WordNet Dataset.- Endangered Tujia Language Speech Enhancement Research Based on Improved DCGAN.- Research for Tibetan-Chinese Name Transliteration Based on Multi-granularity.- An End-to-end Method for Data Filtering on Tibetan-Chinese Parallel Corpus via Negative Sampling.- An Attention-Based Approach for Mongolian News Named Entity Recognition.- On the Semi-unsupervised Construction of Auto-Keyphrases Corpus from Large-scale Chinese Automobile E-Commerce Reviews.- Multi-label Aspect Classification on Question-Answering Text with Contextualized Attention-based Neural Network.- A Document Driven Dialogue Generation Model.- Capsule Networks for Chinese Opinion Questions Machine Reading Comprehension.- Table-to-Text Generation via Row-Aware Hierarchical Encoder.- Dropped Pronoun Recovery in Chinese Conversations with Knowledge-enriched Neural Network.- Automatic Judgment Prediction via Legal Reading Comprehension.- Legal Cause Prediction with Inner Descriptions and Outer Hierarchies.- Natural Language Inference based on the LIC Architecture with DCAE Feature.- Neural CTR Prediction for Native Ad.- Depression Detection on Social Media with Reinforcement Learning.- How Important is POS to Dependency Parsing? Joint POS Tagging and Dependency Parsing Neural Networks.- Graph Neural Net-based User Simulator.- Pinyin as A Feature of Neural Machine Translation for Chinese Speech Recognition Error Correction.- Neural Gender Prediction from News Browsing Data.- A Top-down Model for Character-level Chinese Dependency Parsing.- A Corpus-free State2Seq User Simulator for Task-oriented Dialogue.- Utterance Alignment in Custom Service by Integer Programming.