Reasoning with LLMs: Challenges and Opportunities
Samy Bengio
Abstract
In this presentation, I will go over a few recent topics towards understanding the limits of reasoning capabilities of large language models. I will start with a discussion on what is reasoning, provide a few negative results showing limits regarding math problems and logic puzzles, and then follow up with a few more constructive approaches that can improve reasoning capabilities of LLMs.
Speaker
Samy Bengio
Video
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