Papers by B JayaPrakash
From Recall to Creation: Generating Follow-Up Questions Using Bloom’s Taxonomy and Grice’s Maxims (2025.acl-industry)
Copied to clipboard
Archana Yadav, Harshvivek Kashid, Medchalimi Sruthi, B JayaPrakash, Chintalapalli Raja Kullayappa, Mandala Jagadeesh Reddy, Pushpak Bhattacharyya
| Challenge: | In-car AI assistants struggle with multi-turn conversations and fail to handle cognitively complex follow-up questions. |
| Approach: | They propose a framework that leverages Bloom's Taxonomy to generate follow-up questions with increasing cognitive complexity and a Gricean-inspired evaluation framework to assess their Logical Consistency, Informativeness, Relevance, and Clarity. |
| Outcome: | The proposed framework validates both LLM-based and human evaluations and identifies the specific cognitive complexity level at which in-car AI assistants begin to falter information. |