Papers by Priyanka Bhatt
Scaling Intent Understanding: A Framework for Classification with Clarification using Lightweight LLMs (2026.eacl-industry)
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| Challenge: | Proprietary large-language models (LLMs) assign intents to user utterances without addressing ambiguity. |
| Approach: | They propose a domain-agnostic framework that equips open-source LLMs with the ability to perform intent classification and generate clarification questions in case of ambiguity. |
| Outcome: | The proposed framework performs intent classification and generates clarification questions in case of ambiguity. |