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Continual Learning for Neural Semantic Parsing


Oct 15, 2020
Vladislav Lialin, Rahul Goel, Andrey Simanovsky, Anna Rumshisky, Rushin Shah


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When BERT Plays the Lottery, All Tickets Are Winning


May 01, 2020
Sai Prasanna, Anna Rogers, Anna Rumshisky

* work in progress 

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A Primer in BERTology: What we know about how BERT works


Feb 27, 2020
Anna Rogers, Olga Kovaleva, Anna Rumshisky


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Memory-Augmented Recurrent Networks for Dialogue Coherence


Oct 16, 2019
David Donahue, Yuanliang Meng, Anna Rumshisky

* Honors project, 12 pages 

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Injecting Hierarchy with U-Net Transformers


Oct 16, 2019
David Donahue, Vladislav Lialin, Anna Rumshisky

* 10 pages 

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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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NarrativeTime: Dense High-Speed Temporal Annotation on a Timeline


Aug 29, 2019
Anna Rogers, Gregory Smelkov, Anna Rumshisky

* 9 pages, 7 figures 

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Solving Math Word Problems with Double-Decoder Transformer


Aug 28, 2019
Yuanliang Meng, Anna Rumshisky


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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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Adversarial Text Generation Without Reinforcement Learning


Oct 11, 2018
David Donahue, Anna Rumshisky

* Four pages without references. ACL latex style. Four figures 

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Triad-based Neural Network for Coreference Resolution


Sep 18, 2018
Yuanliang Meng, Anna Rumshisky

* Proceedings of 27th International Conference on Computational Linguistics (2018) 35-43 

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Adversarial Decomposition of Text Representation


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


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CliNER 2.0: Accessible and Accurate Clinical Concept Extraction


Mar 06, 2018
Willie Boag, Elena Sergeeva, Saurabh Kulshreshtha, Peter Szolovits, Anna Rumshisky, Tristan Naumann


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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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Normalization of Relative and Incomplete Temporal Expressions in Clinical Narratives


Oct 16, 2015
Weiyi Sun, Anna Rumshisky, Ozlem Uzuner

* Journal of the American Medical Informatics Association (2015) 
* Draft version 

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