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Contextualized Topic Coherence Metrics


May 23, 2023
Hamed Rahimi, Jacob Louis Hoover, David Mimno, Hubert Naacke, Camelia Constantin, Bernd Amann

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A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity


May 22, 2023
Shayne Longpre, Gregory Yauney, Emily Reif, Katherine Lee, Adam Roberts, Barret Zoph, Denny Zhou, Jason Wei, Kevin Robinson, David Mimno, Daphne Ippolito

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Sensemaking About Contraceptive Methods Across Online Platforms


Jan 23, 2023
LeAnn McDowall, Maria Antoniak, David Mimno

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Breaking BERT: Evaluating and Optimizing Sparsified Attention


Oct 07, 2022
Siddhartha Brahma, Polina Zablotskaia, David Mimno

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* Shorter version accepted to SNN2021 workshop 

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Honest Students from Untrusted Teachers: Learning an Interpretable Question-Answering Pipeline from a Pretrained Language Model


Oct 05, 2022
Jacob Eisenstein, Daniel Andor, Bernd Bohnet, Michael Collins, David Mimno

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On-the-Fly Rectification for Robust Large-Vocabulary Topic Inference


Nov 12, 2021
Moontae Lee, Sungjun Cho, Kun Dong, David Mimno, David Bindel

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Tecnologica cosa: Modeling Storyteller Personalities in Boccaccio's Decameron


Sep 22, 2021
A. Feder Cooper, Maria Antoniak, Christopher De Sa, Marilyn Migiel, David Mimno

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* The 5th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature (co-located with EMNLP 2021) 

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Comparing Text Representations: A Theory-Driven Approach


Sep 15, 2021
Gregory Yauney, David Mimno

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* Published in EMNLP 2021 

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Domain-Specific Lexical Grounding in Noisy Visual-Textual Documents


Oct 30, 2020
Gregory Yauney, Jack Hessel, David Mimno

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* Published in EMNLP 2020 

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Topic Modeling with Contextualized Word Representation Clusters


Oct 23, 2020
Laure Thompson, David Mimno

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