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Lisheng Fu

Ph.D. Candidate
Computer Science
Courant Institute
New York University
719 Broadway, Room 701
New York, NY 10003
FirstName@cs.nyu.edu

Education

Work Experience

Research

My interests are Natural Language Processing (NLP) and its applications. I am doing research in Proteus Group with Professor Ralph Grishman. I also received a lot of help from our previous Postdoc Yifan He. I used to work on active learning for relation extraction. Recently, I collaborate more with Thien Huu Nguyen and Bonan Min on learning distributed representation for relations. Currently, I am working on my thesis to graduate by the end of 2018. I will be interested in industrial research positions after that.

Publications

  1. A Case Study on Learning a Unified Encoder of Relations Lisheng Fu, Bonan Min, Thien Huu Nguyen and Ralph Grishman In Proceedings of the 4th Workshop on Noisy User-generated Text (W-NUT) at EMNLP 2018
  2. Distantly Supervised Attribute Detection from Reviews Lisheng Fu and Pablo Barrio In Proceedings of the 4th Workshop on Noisy User-generated Text (W-NUT) at EMNLP 2018
  3. Domain Adaptation for Relation Extraction with Domain Adversarial Neural Network Lisheng Fu, Thien Huu Nguyen, Bonan Min and Ralph Grishman In Proceedings of IJCNLP 2017
  4. A Two-stage Approach for Extending Event Detection to New Types via Neural Networks Thien Huu Nguyen, Lisheng Fu, Kyunghyun Cho and Ralph Grishman In Proceedings of the 1st Workshop on Representation Learning for NLP at ACL 2016
  5. An Efficient Active Learning Framework for New Relation Types (Slides) Lisheng Fu and Ralph Grishman In Proceedings of IJCNLP 2013