This page was last updated in August 2025. For a complete listing of my research, refer to my CV or Google Scholar (see the bar above).
My research statement is available here.
Selected Publications
2025
Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale
Bowen Jiang, Zhuoqun Hao, Young-Min Cho, Bryan Li, Sihao Chen, Yuan Yuan, Lyle Ungar, Camillo J. Taylor, and Dan Roth
Multilingual Retrieval Augmented Generation for Culturally-Sensitive Tasks: A Benchmark for Cross-lingual Robustness
Bryan Li, Fiona Luo, Samar Haider, Adwait Agashe, Tammy Li, Runqi Liu, Muqing Miao, Shriya Ramakrishnan, Yuan Yuan, Chris Callison-Burch
Exploring Political Attitudes under Selective Media Consumption with Large Language Models
Josh Nguyen*, Upasana Dutta*, Samar Haider*, Bryan Li*, Neil Fasching*, Duncan Watts
Towards Practical and Knowledgeable LLMs for a Multilingual World: A Thesis Proposal
Bryan Li
Leveraging Domain Knowledge at Inference Time for LLM Translation: Retrieval versus Generation
Bryan Li, Jiaming Luo, Eleftheria Briakou, Colin Cherry
2024
Uncovering Differences in Persuasive Language in Russian versus English Wikipedia
Bryan Li, Aleksey Panasyuk, Chris Callison-Burch
Eliciting Better Multilingual Structured Reasoning from LLMs through Code
Bryan Li, Tamer Alkhouli, Daniele Bonadiman, Nikolaos Pappas, Saab Mansour
This Land is {Your, My} Land: Evaluating Geopolitical Biases in Language Models through Territorial Disputes
Bryan Li, Samar Haider, Chris Callison-Burch
2023
PAXQA: Generating Cross-lingual Question Answering Examples at Training Scale
Bryan Li, Chris Callison-Burch
Bidirectional Language Models Are Also Few-shot Learners
Ajay Patel, Bryan Li, Mohammad Sadegh Rasooli, Noah Constant, Colin Raffel, Chris Callison-Burch
Multilingual Bidirectional Unsupervised Translation Through Multilingual Finetuning and Back-Translation
Bryan Li, Mohammad Sadegh Rasooli, Ajay Patel, Chris Callison-Burch
2022
CreativeSumm: Shared Task on Automatic Summarization for Creative Writing
Divyansh Agarwal, Alexander R. Fabbri, Simeng Han, Wojciech Kryscinski, Faisal Ladhak, Bryan Li, Kathleen McKeown, Dragomir Radev, Tianyi Zhang, Sam Wiseman
CIS^2: A Simplified Commonsense Inference Evaluation for Story Prose
Bryan Li, Lara J. Martin, and Chris-Callison Burch
2020
Exploring Content Selection in Summarization of Novel Chapters
Faisal Ladhak*, Bryan Li*, Yaser Al-Onaizan, and Kathleen McKeown
2019
Prosody Prediction from Syntactic, Lexical, and Word Embedding Features
Rose Sloan, Syed Akhtar, Bryan Li, Ritvik Shrivastava, Augustin Gravano and Julia Hirschberg
Acoustic and Lexical Sentiment Analysis for Customer Service Calls
Bryan Li, Andreas Stolcke, and Dimitrios Dimitriadis
* Equal contribution