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cs.CL2026
Talking to a Know-It-All GPT or a Second-Guesser Claude? How Repair reveals unreliable Multi-Turn Behavior in LLMs
Clara Lachenmaier, Hannah Bultmann, Sina Zarrieß
Repair, an important resource for resolving trouble in human-human conversation, remains underexplored in human-LLM interaction. In this study, we investigate how LLMs engage in th…
cs.CL2026
Reference Games as a Testbed for the Alignment of Model Uncertainty and Clarification Requests
Manar Ali, Judith Sieker, Sina Zarrieß +1
In human conversation, both interlocutors play an active role in maintaining mutual understanding. When listeners are uncertain about what speakers mean, for example, they can requ…