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Jonathan K. Kummerfeld

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Supporting Sensemaking of Large Language Model Outputs at Scale

Jan 24, 2024
Katy Ilonka Gero, Chelse Swoopes, Ziwei Gu, Jonathan K. Kummerfeld, Elena L. Glassman

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A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity

Jan 03, 2024
Andrew Lee, Xiaoyan Bai, Itamar Pres, Martin Wattenberg, Jonathan K. Kummerfeld, Rada Mihalcea

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Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations

May 12, 2023
Yuan Tian, Toby Jia-Jun Li, Jonathan K. Kummerfeld, Tianyi Zhang

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Augmenting Task-Oriented Dialogue Systems with Relation Extraction

Oct 24, 2022
Andrew Lee, Zhenguo Chen, Kevin Leach, Jonathan K. Kummerfeld

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Using Paraphrases to Study Properties of Contextual Embeddings

Jul 12, 2022
Laura Burdick, Jonathan K. Kummerfeld, Rada Mihalcea

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Learning to Learn End-to-End Goal-Oriented Dialog From Related Dialog Tasks

Oct 10, 2021
Janarthanan Rajendran, Jonathan K. Kummerfeld, Satinder Singh

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Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health

Sep 28, 2021
Andrew Lee, Jonathan K. Kummerfeld, Lawrence C. An, Rada Mihalcea

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Exploring Self-Identified Counseling Expertise in Online Support Forums

Jun 24, 2021
Allison Lahnala, Yuntian Zhao, Charles Welch, Jonathan K. Kummerfeld, Lawrence An, Kenneth Resnicow, Rada Mihalcea, Verónica Pérez-Rosas

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Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing

May 26, 2021
Jonathan K. Kummerfeld

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Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction

Feb 04, 2021
Allison Lahnala, Gauri Kambhatla, Jiajun Peng, Matthew Whitehead, Gillian Minnehan, Eric Guldan, Jonathan K. Kummerfeld, Anıl Çamcı, Rada Mihalcea

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