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Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions

Jun 07, 2021
Dorottya Demszky, Jing Liu, Zid Mancenido, Julie Cohen, Heather Hill, Dan Jurafsky, Tatsunori Hashimoto

* ACL 2021 

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Attention Flows are Shapley Value Explanations

May 31, 2021
Kawin Ethayarajh, Dan Jurafsky

* ACL 2021 

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Sensitivity as a Complexity Measure for Sequence Classification Tasks

Apr 21, 2021
Michael Hahn, Dan Jurafsky, Richard Futrell

* Accepted by TACL. This is a pre-MIT Press publication version 

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Frequency-based Distortions in Contextualized Word Embeddings

Apr 17, 2021
Kaitlyn Zhou, Kawin Ethayarajh, Dan Jurafsky

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Leveraging neural representations for facilitating access to untranscribed speech from endangered languages

Mar 26, 2021
Nay San, Martijn Bartelds, Mitchell Browne, Lily Clifford, Fiona Gibson, John Mansfield, David Nash, Jane Simpson, Myfany Turpin, Maria Vollmer, Sasha Wilmoth, Dan Jurafsky

* Submitted to Interspeech 2021 

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Language Through a Prism: A Spectral Approach for Multiscale Language Representations

Nov 09, 2020
Alex Tamkin, Dan Jurafsky, Noah Goodman

* NeurIPS 2020 

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DeSMOG: Detecting Stance in Media On Global Warming

Oct 28, 2020
Yiwei Luo, Dallas Card, Dan Jurafsky

* Findings of EMNLP 2020 
* 9 pages, 6 figures (excluding references and appendices). To appear in Findings of EMNLP 2020 

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Causal Effects of Linguistic Properties

Oct 24, 2020
Reid Pryzant, Dallas Card, Dan Jurafsky, Victor Veitch, Dhanya Sridhar

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Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation

Oct 20, 2020
Yasuhide Miura, Yuhao Zhang, Curtis P. Langlotz, Dan Jurafsky

* 13 pages, 3 figures 

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Utility is in the Eye of the User: A Critique of NLP Leaderboards

Oct 15, 2020
Kawin Ethayarajh, Dan Jurafsky

* EMNLP 2020 

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With Little Power Comes Great Responsibility

Oct 13, 2020
Dallas Card, Peter Henderson, Urvashi Khandelwal, Robin Jia, Kyle Mahowald, Dan Jurafsky

* To appear at EMNLP 2020 

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Nearest Neighbor Machine Translation

Oct 01, 2020
Urvashi Khandelwal, Angela Fan, Dan Jurafsky, Luke Zettlemoyer, Mike Lewis

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The Role of Verb Semantics in Hungarian Verb-Object Order

Jun 16, 2020
Dorottya Demszky, László Kálmán, Dan Jurafsky, Beth Levin

* Work in progress 

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Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models

May 20, 2020
Dan Iter, Kelvin Guu, Larry Lansing, Dan Jurafsky

* AC2020 

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Pretraining on Non-linguistic Structure as a Tool for Analyzing Learning Bias in Language Models

Apr 30, 2020
Isabel Papadimitriou, Dan Jurafsky

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A Framework for the Computational Linguistic Analysis of Dehumanization

Mar 06, 2020
Julia Mendelsohn, Yulia Tsvetkov, Dan Jurafsky

* 30 pages, 8 figures (Appendix is 3 pages, 2 figures). Submitted to Frontiers in Artificial Intelligence (Language and Computation) 

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Towards the Systematic Reporting of the Energy and Carbon Footprints of Machine Learning

Jan 31, 2020
Peter Henderson, Jieru Hu, Joshua Romoff, Emma Brunskill, Dan Jurafsky, Joelle Pineau

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Automatically Neutralizing Subjective Bias in Text

Dec 12, 2019
Reid Pryzant, Richard Diehl Martinez, Nathan Dass, Sadao Kurohashi, Dan Jurafsky, Diyi Yang

* To appear at AAAI 2020 

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Social Bias Frames: Reasoning about Social and Power Implications of Language

Nov 10, 2019
Maarten Sap, Saadia Gabriel, Lianhui Qin, Dan Jurafsky, Noah A. Smith, Yejin Choi

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Generalization through Memorization: Nearest Neighbor Language Models

Nov 01, 2019
Urvashi Khandelwal, Omer Levy, Dan Jurafsky, Luke Zettlemoyer, Mike Lewis

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Sample Efficient Text Summarization Using a Single Pre-Trained Transformer

May 21, 2019
Urvashi Khandelwal, Kevin Clark, Dan Jurafsky, Lukasz Kaiser

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Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts

Apr 19, 2019
Julia Kruk, Jonah Lubin, Karan Sikka, Xiao Lin, Dan Jurafsky, Ajay Divakaran

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Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings

Apr 04, 2019
Dorottya Demszky, Nikhil Garg, Rob Voigt, James Zou, Matthew Gentzkow, Jesse Shapiro, Dan Jurafsky

* NAACL 2019; code and data available at 

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Framing and Agenda-setting in Russian News: a Computational Analysis of Intricate Political Strategies

Oct 29, 2018
Anjalie Field, Doron Kliger, Shuly Wintner, Jennifer Pan, Dan Jurafsky, Yulia Tsvetkov

* Accepted as a full paper at EMNLP 2018 

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Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change

Oct 25, 2018
William L. Hamilton, Jure Leskovec, Dan Jurafsky

* Association for Computational Linguistics (ACL), 2016. Minor corrections; improved methodology for Section 3 

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Textual Analogy Parsing: What's Shared and What's Compared among Analogous Facts

Sep 07, 2018
Matthew Lamm, Arun Tejasvi Chaganty, Christopher D. Manning, Dan Jurafsky, Percy Liang

* 12 pages including appendix and references. To be presented at EMNLP 2018 

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