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Revealing the Dark Secrets of BERT

Sep 11, 2019
Olga Kovaleva, Alexey Romanov, Anna Rogers, Anna Rumshisky

* Accepted to EMNLP 2019 

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What's in a Name? Reducing Bias in Bios without Access to Protected Attributes

Apr 10, 2019
Alexey Romanov, Maria De-Arteaga, Hanna Wallach, Jennifer Chayes, Christian Borgs, Alexandra Chouldechova, Sahin Geyik, Krishnaram Kenthapadi, Anna Rumshisky, Adam Tauman Kalai

* Accepted at NAACL 2019; Best Thematic Paper 

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Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting

Jan 27, 2019
Maria De-Arteaga, Alexey Romanov, Hanna Wallach, Jennifer Chayes, Christian Borgs, Alexandra Chouldechova, Sahin Geyik, Krishnaram Kenthapadi, Adam Tauman Kalai

* Accepted at ACM Conference on Fairness, Accountability, and Transparency (ACM FAT*), 2019 

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Adversarial Decomposition of Text Representation

Aug 27, 2018
Alexey Romanov, Anna Rumshisky, Anna Rogers, David Donahue


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Lessons from Natural Language Inference in the Clinical Domain

Aug 27, 2018
Alexey Romanov, Chaitanya Shivade

* Extended version of the EMNLP 2018 paper. Dataset and code available at https://jgc128.github.io/mednli/ 

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Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture

Oct 05, 2017
Yuanliang Meng, Anna Rumshisky, Alexey Romanov

* EMNLP 2017 

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Here's My Point: Joint Pointer Architecture for Argument Mining

May 08, 2017
Peter Potash, Alexey Romanov, Anna Rumshisky

* 10 pages; under review for ICLR 

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Forced to Learn: Discovering Disentangled Representations Without Exhaustive Labels

May 01, 2017
Alexey Romanov, Anna Rumshisky

* Abstract accepted at ICLR 2017 Workshop: https://openreview.net/pdf?id=SkCmfeSFg 

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#HashtagWars: Learning a Sense of Humor

Apr 15, 2017
Peter Potash, Alexey Romanov, Anna Rumshisky

* 10 Pages 

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Evaluating Creative Language Generation: The Case of Rap Lyric Ghostwriting

Dec 09, 2016
Peter Potash, Alexey Romanov, Anna Rumshisky

* 10 pages 

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