2024

Efficacy of Language Model Self-Play in Non-Zero-Sum Games
Austen Liao, Nicholas Tomlin, Dan Klein. Preprint.
[Paper] [Code] [Bib]

Autonomous Evaluation and Refinement of Digital Agents
Jiayi Pan, Yichi Zhang, Nicholas Tomlin, Yifei Zhou, Sergey Levine, Alane Suhr. COLM 2024.
[Paper] [Code] [Bib]

Decision-Oriented Dialogue for Human-AI Collaboration
Jessy Lin, Nicholas Tomlin, Jacob Andreas, Jason Eisner. TACL 2024.
[Paper] [Code] [Website] [Bib]

Ghostbuster: Detecting Text Ghostwritten by Large Language Models
Vivek Verma, Eve Fleisig, Nicholas Tomlin, Dan Klein. NAACL 2024.
[Paper] [Bib]

2023

Revisiting Entropy Rate Constancy in Text
Vivek Verma, Nicholas Tomlin, Dan Klein. Findings of EMNLP 2023.
[Paper] [Bib]

Pragmatics in Grounded Language Learning: Phenomena, Tasks, and Modeling Approaches
Daniel Fried, Nicholas Tomlin, Jennifer Hu, Roma Patel, Aida Nematzadeh. Findings of EMNLP 2023.
[Paper] [Bib]

Neural Unsupervised Reconstruction of Protolanguage Word Forms
Andre He, Nicholas Tomlin, Dan Klein. ACL 2023.
[Paper] [Bib]

2022

Automated Crossword Solving
Eric Wallace, Nicholas Tomlin, Albert Xu, Kevin Yang, Eshaan Pathak, Matthew Ginsberg, and Dan Klein. ACL 2022.
[Paper] [Blog] [Bib]

Understanding Game-Playing Agents with Natural Language Annotations
Nicholas Tomlin, Andre He, and Dan Klein. ACL 2022.
[Paper] [Bib]


This page contains work done during my PhD. Previous papers can be found on my Google Scholar.