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  • NL Seminar- What We Learned from 570K ChatGPT Interaction Logs In The Wild

    Thu, Nov 02, 2023 @ 11:00 AM - 12:00 PM

    Information Sciences Institute

    Conferences, Lectures, & Seminars

    Speaker: Wenting Zhao, Cornell University

    Talk Title: What We Learned from 570K ChatGPT Interaction Logs In The Wild

    Series: NL Seminar

    Abstract: Reminder: Meeting hosts only admit guests that they know to the Zoom meeting. Hence, you are highly encouraged to use your USC account to sign into Zoom. If you are an outside visitor, please inform us at nlg DASH seminar DASH host AT isi DOT edu beforehand so we will be aware of your attendance and let you in. In-person attendance will be permitted for USC/ISI faculty, staff, students only. Open to the public virtually via the zoom link. More Info: https://nlg.isi.edu/nl-seminar/ Chatbots such as GPT 4 and ChatGPT are currently serving millions of users. Despite their widespread use, there remains a lack of public datasets that showcase how these tools are used by users in practice. In this talk, I will introduce  in the WildChat, a corpus of 570K user ChatGPT conversations, which comprises over 1.5 million interaction turns. I will show that, compared to other popular user-chatbot interaction datasets, WildChat offers the most diverse user prompts and presents the richest variety of potentially toxic use-cases. Finally, I will demonstrate the potential utility of this dataset in fine-tuning state-of-the-art instruction following models.

    Biography: Wenting Zhao is a Ph.D. candidate in Computer Science at Cornell University. Her research focuses on improving reasoning capabilities of large language models by exploiting explicit problem structures. She organizes an ACL tutorial on complex reasoning over Natural Language and the second workshop on Natural Language Reasoning and Structured Explanations. She has done internships at IBM Research, Amazon Alexa, and AI2 Mosaic.

    Host: Jon May and Justin Cho

    More Info: https://nlg.isi.edu/nl-seminar/

    Webcast: https://youtu.be/lx1XcTdhalU

    Location: Information Science Institute (ISI) - Virtual and ISI-Conf Rm#689

    WebCast Link: https://youtu.be/lx1XcTdhalU

    Audiences: Everyone Is Invited

    Contact: Pete Zamar

    Event Link: https://nlg.isi.edu/nl-seminar/

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