Latest

• Duplex Sequence-to-Sequence Learning for Reversible Machine Translation. NeurIPS 2021.
• Vocabulary Learning via Optimal Transport for Neural Machine Translation. ACL 2021 (Best Paper).
• A Survey on Green Deep Learning. Arxiv 2021.
• KNAS: Green Neural Architecture Search. ICML 2021.
• Modeling the Stock Relation with Graph Network for Overnight Stock Movement Prediction. IJCAI 2020.
• MTG: A Benchmarking Suite for Multilingual Text Generation. Arxiv 2021.
• Welcome to Wowchemy, the website builder for Hugo
• Our paper got ACL'21 Best Paper Award
• Got AAAI New Faculty Highlights Awards
• Graph-based Multi-hop Reasoning for Long Text Generation. Arxiv 2020.
• Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering. AAAI 2020.
• Understanding and Improving Layer Normalization. NeurIPS 2019.
• Asking Clarification Questions in Knowledge-Based Question Answering. EMNLP 2019.
• LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification. EMNLP 2019.
• Display Jupyter Notebooks with Academic
• Specificity-driven Cascading Approach for Unsupervised Sentiment Modification. EMNLP 2019.
• Evaluating Semantic Rationality of a Sentence: A SememeWord-Matching Neural Network based on Hownet. NLPCC 2019.
• Knowledge-Aware Conversational Semantic Parsing over Web Tables. NLPCC 2019.
• Learning Unsupervised Word Mapping via Maximum Mean Discrepancy. NLPCC 2019.
• Muse: Parallel Multi-scale Attention for Sequence to Sequence Learning. Arxiv 2019.
• Reasoning over Semantic-level Graph for Fact Checking. ACL 2019.
• Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations. NAACL 2019.
• Unpaired Sentiment-to-Sentiment Translation Using Cycled Reinforcement Learning. ACL 2018.
• A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation. EMNLP 2018.
• An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation. EMNLP 2018.
• DP-GAN: Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text. EMNLP 2018.
• Learning Sentiment Memories for Sentiment Modification without Parallel Data. EMNLP 2018.
• Cross-Domain and Semi-supervised Named Entity Recognition in Chinese Social Media: A Unified Model. TASLP 2018.
• Training Simplification and Model Simplification for Deep Learning: A Minimal Effort Back Propagation Method. TKDE 2018.
• Dependency-based Gated Recursive Neural Network for Chinese Word Segmentation. ACL 2016.
• Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization. ACL 2017.
• Transfer Deep Learning for Low-Resource Chinese Word Segmentation with A Novel Neural Network. NLPCC 2017.