Virtual Meeting with Authors of "Learning from Naturally Occurring Feedback" [AI Tinkerers - Paper Club]

Virtual Meeting with Authors of "Learning from Naturally Occurring Feedback"

Sep
17
Tuesday
Tuesday, September 17th, 2024 12PM to 1PM (EDT)
Virtual Meeting

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Info Details
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
Audio Version
By Paper2Audio

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.

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