My
research focuses on natural language processing. Some particular topics of interest to me include machine translation, dialogue, natural language generation, question answering and information extraction.
Selected Publications
Jun Quan, Deyi Xiong, Bonnie Webber and Changjian Hu. GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue. EMNLP 2019.[code & dataset]
Yimin Jing, Deyi Xiong and Zhen Yan. BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels. EMNLP 2019. [dataset]
Shaohui Kuang, Junhui Li, António Branco, Weihua Luo and Deyi Xiong. Attention Focusing for Neural Machine Translation by Bridging Source and Target Embeddings. ACL 2018.
Shaohui Kuang, Weihua Luo, Guodong Zhou and Deyi Xiong. Modeling Coherence for Neural Machine Translation with Dynamic and Topic Caches. COLING 2018.