Ibrahim Khebour

When to Ask, When to Answer: Strategic Clarification for Ambiguous Reference Resolution in Dialogue

For humans, referential disambiguation is a collaborative process involving clarification questions asked when they will meaningfully change the outcome. However, large language models (LLMs) have been shown to be biased toward premature answering, preferring definite single-turn responses over more clarification excha...