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<!DOCTYPE html>
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<h2>Speaker Details</h2>
<p>Tutorial</p>
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<h2>Jonathan K. Kummerfeld</h2>
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<p align="justify">
<a href="https://jkk.name/" target="_blank">
Jonathan K. Kummerfeld </a
>is an Assistant Professor in the
School of Computer Science at the University of Sydney. He
completed his Ph.D. at the University of California, Berkeley,
and was previously a postdoc at the University of Michigan,
and a visiting scholar at Harvard. Jonathan’s research focuses
on interactions between people and NLP systems, developing
more effective algorithms, workflows, and systems for
collaboration. He has been on the program committee for over
50 conferences and workshops. He currently serves as the
Co-CTO of ACL Rolling Review, and is a standing reviewer for
the Computational Linguistics journal and the Transactions of
the Association for Computational Linguistics journal. For
more details, see his <a href="https://jkk.name/" target="_blank">
website</a
>.
</p>
<h5>
<b>Speech Title: </b> Collaborative Human-AI Systems for
Databases, Diplomacy, and more
</h5>
<h5><b>Abstract:</b></h5>
<p align="justify">
No task in NLP is perfectly solved, even by the latest
language models, because of intrinsic ambiguity and subtle
edge cases. Meanwhile, generative models hallucinate,
reproduce bias, and do not justify or explain their outputs.
In order to effectively incorporate NLP models into deployed
systems, we will need to design them with the interface
between people and AI in mind. In this talk, I will describe
several projects that aim to improve results by following this
human-AI centered approach. First, I will describe how we
improved text-to-SQL conversion by introducing human-editable
explanations generated with a direct mapping from the natural
language explanation back to SQL. Second, I will present work
on developing a bot to play Diplomacy, a board game that
requires rich communication in natural language between
players to form alliances, make plans, and negotiate on
strategies.
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The 1<sup>st</sup> International Workshop on Human-in-the-Loop
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