I'm currently a researcher in the Mobile Internet Group (MIG) of Tencent.
Before joining Tencent, I received my master and bachelor degree in Peking University.
My research interests are natural language processing, knowledge base and machine learning, including information extraciton and dialogue system.
Publications
[dblp page]-
Encoding Implicit Relation Requirements for Relation Extraction: A Joint Inference Approach
Liwei Chen, Yansong Feng, Songfang Huang, Bingfeng Luo and Dongyan Zhao
To appear in the Artificial Intelligence Journal -
Playing 20 Question Game with Policy-Based Reinforcement Learning
Huang Hu, Xianchao Wu, Bingfeng Luo, Chongyang Tao, Can Xu, Wei Wu and Zhan Chen
EMNLP 2018 [arXiv] -
Marrying up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding
Bingfeng Luo, ansong Feng, Zheng Wang, Songfang Huang, Rui Yan and Dongyan Zhao
ACL 2018 [paper], [data split], [regular expressions] -
Learning to Predict Charges for Criminal Cases with Legal Basis
Bingfeng Luo, Yansong Feng, Jianbo Xu, Xiang Zhang and Dongyan Zhao
EMNLP 2017 [paper] -
Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix
Bingfeng Luo, Yansong Feng, Zheng Wang, Zhanxing Zhu, Songfang Huang, Rui Yan and Dongyan Zhao
ACL 2017, oral [paper] -
Improving First Order Temporal Fact Extraction with Unreliable Data
Bingfeng Luo, Yansong Feng and Dongyan Zhao.
NLPCC 2016, oral [paper] -
Transition-Based Discourse Parsing with Multilayer Stack Long Short Term Memory
Yanyan Jia, Yansong Feng, Bingfeng Luo, Yuan Ye, Tianyang Liu and Dongyan Zhao
NLPCC 2016, oral [paper] -
Detect Missing Attributes for Entities in Knowledge Bases via Hierarchical Clustering
Bingfeng Luo*, Huanquan Lu*, Yigang Diao, Yansong Feng, and Dongyan Zhao
NLPCC 2014, oral [paper] (Nominated for Best Paper Award)
Education
- 2015 - 2018:
- Computer Science, Master's degree, Peking University, Supervisor: Dongyan Zhao and Yansong Feng.
- 2011 - 2015:
- Computer Science, Bachelor's degree, Peking University, Supervisor: Dongyan Zhao and Yansong Feng.
- 2012 - 2015:
- Economics, Bachelor's degress with a double major, Peking University.
Work Experience
- 2018/07 - present:
- Researcher, Mobile Internet Group (MIG), Tencent, Shenzhen, China, Topic: Query understanding.
- 2017/07 - 2017/09:
- Internship, Duer Business Unit of Baidu, Beijing, China, Topic: Task-orientied dialogue system.
- 2017/02 - 2017/05:
- Internship, AI Institue of Sinovation Ventures, Beijing, China, Topic: Automated machine learning and business intelligence.
- 2014/07 - 2014/09:
- Internship, Wecash, Beijing, China, Topic: Social network based credit risk modeling.