Virtual Meeting with Authors of "Learning from Naturally Occurring Feedback"
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Info | Details |
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Event | Virtual Meeting with Authors of “Learning from Naturally Occurring Feedback” |
Date & Time | September 17, 2024, 12:00 PM EST |
Presenters | Shachar Don-Yehiya, Leshem Choshen, and Omri Abend (Hebrew University of Jerusalem, IBM) |
Research Paper | 📄 Learning from Naturally Occurring Feedback |
About the Paper:
This groundbreaking paper proposes a scalable method for extracting and leveraging naturally occurring feedback in user interactions with chat models. The authors demonstrate significant performance improvements in model alignment to human preferences using this approach.
- Extraction of naturally occurring feedback from user interactions
- Manual annotation confirming feedback presence in 30% of chats
- Application to over 1M conversations, yielding hundreds of thousands of feedback samples
- Significant performance improvements in models trained with extracted feedback
What is Paper Club?
Paper Club is a virtual event series brought to you by the Human Feedback Foundation in collaboration with AI Tinkerers, featuring authors of cutting-edge AI and machine learning papers. These online meetups allow attendees to hear about groundbreaking research directly from the authors, participate in live Q&A sessions, and engage in discussions. Open to all, Paper Club offers a regular opportunity to learn and interact with leaders in the rapidly evolving field of artificial intelligence.