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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 https://github.com/ddemszky/framing-twitter 

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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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Embedding Logical Queries on Knowledge Graphs

Sep 06, 2018
William L. Hamilton, Payal Bajaj, Marinka Zitnik, Dan Jurafsky, Jure Leskovec

* To appear in NIPS 2018 

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Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context

May 12, 2018
Urvashi Khandelwal, He He, Peng Qi, Dan Jurafsky

* ACL 2018 

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Community Interaction and Conflict on the Web

Mar 09, 2018
Srijan Kumar, William L. Hamilton, Jure Leskovec, Dan Jurafsky

* In WWW 2018: The Web Conference. Project website with data and code is https://snap.stanford.edu/conflict/ 

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JESC: Japanese-English Subtitle Corpus

Feb 21, 2018
Reid Pryzant, Yongjoo Chung, Dan Jurafsky, Denny Britz

* To appear at LREC 2018. Project website updated 

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Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes

Nov 22, 2017
Nikhil Garg, Londa Schiebinger, Dan Jurafsky, James Zou


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