Publications

Prompt-MII: Meta-Learning Instruction Induction for LLMs
Emily Xiao, Yixiao Zeng, Ada Chen, Chin-Jou Li, Amanda Bertsch, Graham Neubig
ICLR 2026
[Paper] [Code]

DATE-LM: Benchmarking Data Attribution Evaluation for Large Language Models
Cathy Jiao*, Yijun Pan*, Emily Xiao*, Daisy Sheng, Niket Jain, Hanzhang Zhao, Ishita Dasgupta, Jiaqi W. Ma, Chenyan Xiong
NeurIPS 2025 Datasets & Benchmarks
[Paper] [Code]

Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention
Emily Xiao, Chin-Jou Li, Yilin Zhang, Graham Neubig, Amanda Bertsch
ACL 2025 main
[Paper] [Code] [ArXiv]

In-context learning with long-context models: An in-depth exploration
Amanda Bertsch, Maor Ivgi, Emily Xiao, Uri Alon, Jonathan Berant, Matthew R Gormley, Graham Neubig
NAACL 2025 main 🏆 SAC Award for Language Modeling
[Paper] [Code] [ArXiv]

Automatically generating cause-and-effect questions from passages
Katherine Stasaski, Manav Rathod, Tony Tu, Emily Xiao, Marti A Hearst
EACL 2021, BEA Workshop
[Paper] [Code]