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Papers
Beyond Static: Related Questions Retrieval Through Conversations in Community Question Answering
AAAI 2026
Scaling Intent Understanding: A Framework for Classification with Clarification using Lightweight LLMs
EACL 2026
TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference
AAAI 2026
Clarify When Necessary: Resolving Ambiguity Through Interaction with LMs
NAACL 2025
Modeling Future Conversation Turns to Teach LLMs to Ask Clarifying Questions
ICLR 2025
ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions
EMNLP 2025
CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models
ACL 2024
Pseudo Ambiguous and Clarifying Questions Based on Sentence Structures Toward Clarifying Question Answering System
ACL 2022
Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions
EMNLP 2021