Publications, Awards, and Talks

Following Larry Wasserman's essay, I invite comments on the papers below. Feel free to email me.

2024   Will GPT-4 Run DOOM? [pdf] [BibTex] [Code] [Post]
Adrian de Wynter
Preprint

LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models [pdf] [BibTex]
Yadong Zhang, Shaoguang Mao, Tao Ge, Xun Wang, Adrian de Wynter, Yan Xia, Wenshan Wu, Ting Song, Man Lan and Furu Wei
COLM 2024

RTP-LX: Can LLMs Evaluate Toxicity in Multilingual Scenarios? [pdf] [BibTex] [Code]
Adrian de Wynter, Ishaan Watts, et al.
Preprint

CELA Open Data Award 2024
Adrian de Wynter
For the RTP-LX corpus, a dataset for toxic multilingual prompt evaluation.

2023   On Meta-Prompting [pdf] [BibTex] [Code]
Adrian de Wynter, Xun Wang, Qilong Gu, and Si-Qing Chen
Preprint

A User-Centered Evaluation of Spanish Text Simplification [pdf] [BibTex] [Data]
Adrian de Wynter, Anthony Hevia, and Si-Qing Chen
Preprint

An Evaluation of LLM Outputs: Discourse and Memorization [pdf] [BibTex]
Adrian de Wynter, Xun Wang, Alex Sokolov, Qilong Gu, and Si-Qing Chen

CELA Open Data Award 2023
Adrian de Wynter
For the CLANDESTINO corpus, a dataset for localized Spanish toxic-language detection.

On the Opportunities and Dangers of LLM-Based Evaluation
Chris Quirk and Adrian de Wynter
Invited talk at the 2023 MLADS Conference

Are Large Language Model-based Evaluators the Solution to Scaling Up Multilingual Evaluation? [pdf] [BibTex]
Rishav Hada, Varun Gumma, Adrian de Wynter, Harshita Diddee, Mohamed Ahmed, Monojit Choudhury, Kalika Bali, and Sunayana Sitaram
EACL 2024

"I'd Like to Have an Argument, Please": Argumentative Reasoning in Large Language Models [pdf] [BibTex] [Code]
Adrian de Wynter and Tangming Yuan
COMMA 2024

The Curse of the Biased Researcher
Adrian de Wynter
Invited talk at the 2023 MLADS Conference


2022   Turing Completeness and Sid Meier's Civilization [pdf] [BibTex] [The Turing Machine in Action]
Adrian de Wynter
IEEE Transactions on Games

2021   Bort: Algorithms and Applications
Adrian de Wynter
Invited talk at the 2021 Alexa Prize Summit

2020   Optimal Subarchitecture Extraction for BERT [pdf] [BibTex] [Code]
Adrian de Wynter and Daniel J. Perry
Preprint

An Algorithm for Learning Smaller Representations of Models With Scarce Data [pdf] [BibTex]
Adrian de Wynter
Preprint

An Approximation Algorithm for Optimal Subarchitecture Extraction [pdf] [BibTex]
Adrian de Wynter
Preprint

Mischief: A Simple Black-Box Attack Against Transformer Architectures [pdf] [BibTex]
Adrian de Wynter
Preprint

Harder Performance Measures for Language Models
Adrian de Wynter
Invited talk at the 2020 Alexa Prize Summit

2019   On the Bounds of Function Approximations [pdf] [BibTex]
Adrian de Wynter
ICANN 2019 (oral presentation)

Leveraging External Knowledge for Out-Of-Vocabulary Entity Labeling [pdf] [BibTex]
Adrian de Wynter and Lambert Mathias
Preprint