Papers with conversation-centric applications
You need to MIMIC to get FAME: Solving Meeting Transcript Scarcity with Multi-Agent Conversations (2025.findings-acl)
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| Challenge: | Existing tools for meeting summarization are limited due to privacy and expensive manual annotation. |
| Approach: | They propose a meeting synthesis framework that generates meeting transcripts on a given knowledge source by defining psychologically grounded participant profiles, outlining the conversation, and orchestrating a large language model (LLM) debate. |
| Outcome: | The proposed framework generates meeting transcripts on a given knowledge source by defining psychologically grounded participant profiles, outlining the conversation, and orchestrating a large language model debate. |