LLMs Get Lost In Multi-Turn Conversation

ICLROral2026

Authors: Philippe Laban, Hiroaki Hayashi, Yingbo Zhou, Jennifer Neville
Affiliation: Microsoft
Venue: ICLR 2026
Track: Oral

TL;DR

We discover that when LLMs take a wrong turn in a conversation, they get lost and do not recover.

Opening excerpt from the authors’ abstract. source

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Topics

llm

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