Deep Research agents are rapidly emerging as primary consumers of modern retrieval systems. Unlike human users who issue and refine queries without documenting their intermediate thought processes, De...

A benchmark for grounded question answering over AIML, banking, and drug data lakes.

Job #AJO32140, Postdoctoral Fellows in ML — Agents that Read, Reason, and Act, R2L Lab at the University of Waterloo's Cheriton Department of Computer Science, University of Waterloo, Waterloo, Ontar...

Large language model (LLM)-based agents struggle to generalize to novel and complex environments, such as unseen websites or new sets of functions, due to a fundamental mismatch between their pre-trai...

Speech and Language Processing

Despite their growing potential and increasing popularity, large language models (LLMs) often produce responses that are factually inaccurate or nonsensical, also known as hallucinations. Allen School...

Devastatingly, we have lost a bright light in our field. Felix Hill was not only a deeply insightful thinker -- he was also a generous, thoughtful mentor to many researchers. He majorly changed my lif...

Assistant Professor - AI Materials Discovery