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CMU researchers are presenting 194 papers at the Fourteenth International Conference on Learning Representations (ICLR 2026), held from April 23rd-April 27th at the Riocentro Convention and Event Center in Rio de Janeiro, Brazil. Here is a quick overview of the areas our researchers are working on:
Here are our most frequent collaborator institutions:
...Recent advances in large language models (LLMs) have enabled AI agents to perform increasingly complex tasks in web navigation. Despite this progress, effective use of such agents continues to rely on human involvement to correct misinterpretations or adjust outputs that diverge from their preferences. However, current agentic systems lack an understandin...
People use LLMs to ask for insight on a variety of important questions: future planning, emotional problems, scientific research. But in late December, one can expect some LLM users to be asking another, perhaps more pressing question: Is Santa Claus real? Indeed, children have been consulting external sources for this important question for