I am an Associate Professor of the Computer Science Department at Harbin Institute of Technology, where I lead a Text Generation team. At HIT CS, I'm also a member of the Research Center for Social Computing and Information Retrieval . My primary research interests are in the fields of Natural Language Processing, Machine Learning and Artificial Intelligence. I'm interested in building efficient models and benchmarks that can encourage machines to perform human-level intelligence. My current research interests include:
- Text Generation: Summarization, Table-to-Text, Essay Generation
- Machine Translation: Autoregressive MT, Non-autoregressive MT, Multilingual MT
- Representation learning: Domain adaptation, Cross-lingual transfer, Multi-modality learning
I'm looking for highly motivated students to work with me on broad NLP research.
Please contact me via fengxiaocheng1988 (at) gmail (dot) com
Here is my Google Scholar Page and Curriculum Vitae
News
- CodeBert is selected as one of the most influential EMNLP Papers (2021-02), visiting Best Paper Digest page
Professional Services
Conference Program Committee
- ICML 2021(PC), IJCAI 2021 (SPC), NeurPS 2020 (PC), ACL 2020 (PC) ...
Journal Reviewer
- Neurocomputing
- Transactions on Intelligent Systems and Technology
Papers
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Adaptive Multi-pass decoder for Neural Machine Translation
Proceeding of The Conference on Empirical Methods in Natural Language Processing, (EMNLP 2018, full paper, Accept)
Xinwei Geng, Xiaocheng Feng, Bing Qin, Ting Liu
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Improving Low Resource Named Entity Recognition using Cross-lingual Knowledge Transfer
Proceeding of The 27th International Joint Conference on Artificial Intelligence, (IJCAI 2018, full paper, Accept, Code)
Xiaocheng Feng, Xiachong Feng, Bing Qin, Zhangyin Feng, Ting Liu
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Topic-to-Essay Generation with Neural Networks
Proceeding of The 27th International Joint Conference on Artificial Intelligence, (IJCAI 2018, full paper, Accept, Code)
Xiaocheng Feng, Ming Liu, Jiahao Liu, Bing Qin, Yibo Sun, Ting Liu
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Semantic Parsing with Syntax-and Table-Aware SQL Generation
The 56th Annual Meeting of the Association for Computational Linguistics, (ACL 2018, long paper)
Yibo Sun, Duyu Tang, Nan Duan, Jianshu Ji, Guihong Cao, Xiaocheng Feng, Bing Qin, Ting Liu, Ming Zhou
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Effective Deep Memory Networks for Distant Supervised Relation Extraction
Proceeding of The 26th International Joint Conference on Artificial Intelligence, (IJCAI 2017, full paper, Accept)
Xiaocheng Feng, Jiang Guo, Bing Qin, Ting Liu, Yongjie Liu
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A Language-Independent Neural Network for Event Detection
The 54th Annual Meeting of the Association for Computational Linguistics, (ACL 2016)
Xiaocheng Feng, Lifu Huang, Duyu Tang, Bing Qin, Heng Ji, Ting Liu
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Liberal Event Extraction and Event Schema Induction
The 54th Annual Meeting of the Association for Computational Linguistics, (ACL 2016, full paper)
Lifu Huang, Taylor Cassidy, Xiaocheng Feng, Heng Ji, Clare R Voss, Jiawei Han and Avirup Sil
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English-Chinese Knowledge Base Translation with Neural Network
Proceeding of the 26th International Conference on Computational Linguistics, (COLING 2016, full paper)
Xiaocheng Feng, Duyu Tang, Bing Qin, Ting Liu
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Effective LSTMs for Target-Dependent Sentiment Classification
Proceeding of the 26th International Conference on Computational Linguistics, (COLING 2016, full paper)
Duyu Tang, Bing Qin, Xiaocheng Feng, Ting Liu
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Bitext Name Tagging for Cross-lingual Entity Annotation Projection
Proceeding of the 26th International Conference on Computational Linguistics, (COLING 2016, full paper)
Dongxu Zhang, Boliang Zhang, Xiaoman Pan, Xiaocheng Feng, Heng Ji, Weiran Xu
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Multi-Level Cross-Lingual Attentive Neural Architecture for Low Resource Name Tagging
Tsinghua Science and Technology (2017, SCI IF: 1.063, Accept) .
Xiaocheng Feng, Lifu Huang, Bing Qin, Heng Ji, Ting Liu
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Review: Textual Relation Extraction
Journal of Electronics (Chinese) (2016, Accept)
Xiaocheng Feng, Duyu Tang, Bing Qin, Ting Liu
Corpus Annotation
Research Experience
- Full-time Visiting Student, RPI, 2015.08-2016.08 Mentor: Heng Ji
- Full-time Research Intern, BAIDU, 2012.10-2013.05 Mentor: Shiqi Zhao
Friends
- Duyu Tang (MSRA)
- Lifu Huang (Rensselaer Polytechnic Institute)
- Jiang Guo (Harbin Institute of Technology)
- Yu Hong (Soochow University)