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LLMs Get Lost In Multi-Turn Conversation

Official Outstanding PaperLanguage models

Examines failures when instructions arrive over multiple conversation turns. Simulated conversations separate task aptitude from reliability and trace how premature assumptions affect later responses.

Explanation level

Overview

Examines failures when instructions arrive over multiple conversation turns. Simulated conversations separate task aptitude from reliability and trace how premature assumptions affect later responses.

When reading the original paper, identify its problem, inputs, outputs, and methodological assumptions.

References

  1. Bibliographic source

ID: iclr-2026-llms-get-lost · Last verified:

Reading notes (.md, English) ↓