Luheng He

Research Scientist, Google

Joined

September 2017

Names

Luheng He

Emails

****@cs.washington.edu (Confirmed)

****@uw.edu (Confirmed)

****@google.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Research Scientist

Google (google.com)

2018 – Present

PhD student

Department of Computer Science, University of Washington (cs.washington.edu)

2013 – 2018

Advisors, Relations & Conflicts

Internship Advisor

Dipanjan Das

2017 – Present

PhD Advisor

Luke Zettlemoyer

2013 – Present

Expertise

Semantic role labeling

2015 – Present

Natural language processing

2013 – Present

Publications

Automata-based constraints for language model decoding
Terry Koo, Frederick Liu, Luheng He
- COLM
- Readers: Everyone
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang et al. (430 additional authors not shown)
- Accepted by TMLR
- Readers: Everyone
PAWS: Paraphrase Adversaries from Word Scrambling
Yuan Zhang, Jason Baldridge, Luheng He
- 2019 (modified: 12 Nov 2022)
- NAACL-HLT (1) 2019
- Readers: Everyone
A general framework for information extraction using dynamic span graphs
Yi Luan, Dave Wadden, Luheng He, Amy Shah, Mari Ostendorf, Hannaneh Hajishirzi
- 2019 (modified: 12 Nov 2022)
- NAACL-HLT (1) 2019
- Readers: Everyone
Large-Scale QA-SRL Parsing
Nicholas FitzGerald, Julian Michael, Luheng He, Luke Zettlemoyer
- 2018 (modified: 16 Jul 2019)
- ACL (1) 2018
- Readers: Everyone
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling
Luheng He, Kenton Lee, Omer Levy, Luke Zettlemoyer
- 2018 (modified: 16 Jul 2019)
- ACL (2) 2018
- Readers: Everyone
Crowdsourcing Question-Answer Meaning Representations
Julian Michael, Gabriel Stanovsky, Luheng He, Ido Dagan, Luke Zettlemoyer
- 2018 (modified: 16 Jul 2019)
- NAACL-HLT (2) 2018
- Readers: Everyone
Higher-Order Coreference Resolution with Coarse-to-Fine Inference
Kenton Lee, Luheng He, Luke Zettlemoyer
- 2018 (modified: 16 Jul 2019)
- NAACL-HLT (2) 2018
- Readers: Everyone
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction
Yi Luan, Luheng He, Mari Ostendorf, Hannaneh Hajishirzi
- 2018 (modified: 16 Jul 2019)
- EMNLP 2018
- Readers: Everyone
Deep Semantic Role Labeling: What Works and What's Next
Luheng He, Kenton Lee, Mike Lewis, Luke Zettlemoyer
- 2017 (modified: 13 Nov 2022)
- ACL (1) 2017
- Readers: Everyone

View all 15 publications

Co-Authors

View all 466 co-authors