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Hi, my name is Martha: Using names to measure and mitigate bias in generative dialogue models

Sep 07, 2021
Eric Michael Smith, Adina Williams

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Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking

May 21, 2021
Zhiyi Ma, Kawin Ethayarajh, Tristan Thrush, Somya Jain, Ledell Wu, Robin Jia, Christopher Potts, Adina Williams, Douwe Kiela

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Investigating Failures of Automatic Translation in the Case of Unambiguous Gender

Apr 16, 2021
Adithya Renduchintala, Adina Williams

* 10 pages, 2 figures, 4 tables, submitting to EMNLP 2021 

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Sometimes We Want Translationese

Apr 15, 2021
Prasanna Parthasarathi, Koustuv Sinha, Joelle Pineau, Adina Williams

* 16 pages, 11 figures and 3 tables 

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Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little

Apr 14, 2021
Koustuv Sinha, Robin Jia, Dieuwke Hupkes, Joelle Pineau, Adina Williams, Douwe Kiela

* 12 pages + Appendix 

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Dynabench: Rethinking Benchmarking in NLP

Apr 07, 2021
Douwe Kiela, Max Bartolo, Yixin Nie, Divyansh Kaushik, Atticus Geiger, Zhengxuan Wu, Bertie Vidgen, Grusha Prasad, Amanpreet Singh, Pratik Ringshia, Zhiyi Ma, Tristan Thrush, Sebastian Riedel, Zeerak Waseem, Pontus Stenetorp, Robin Jia, Mohit Bansal, Christopher Potts, Adina Williams

* NAACL 2021 

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Unnatural Language Inference

Dec 30, 2020
Koustuv Sinha, Prasanna Parthasarathi, Joelle Pineau, Adina Williams

* 10 pages + appendix 

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To what extent do human explanations of model behavior align with actual model behavior?

Dec 24, 2020
Grusha Prasad, Yixin Nie, Mohit Bansal, Robin Jia, Douwe Kiela, Adina Williams

* 10 pages, 3 figures, 2 tables 

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ANLIzing the Adversarial Natural Language Inference Dataset

Oct 24, 2020
Adina Williams, Tristan Thrush, Douwe Kiela

* 33 pages, 1 figure, 24 tables 

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Intrinsic Probing through Dimension Selection

Oct 06, 2020
Lucas Torroba Hennigen, Adina Williams, Ryan Cotterell

* To appear EMNLP 2020 

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Pareto Probing: Trading Off Accuracy for Complexity

Oct 05, 2020
Tiago Pimentel, Naomi Saphra, Adina Williams, Ryan Cotterell

* Tiago Pimentel and Naomi Saphra contributed equally to this work. Accepted for publication at EMNLP 2020. Code available in 

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SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection

Jul 14, 2020
Ekaterina Vylomova, Jennifer White, Elizabeth Salesky, Sabrina J. Mielke, Shijie Wu, Edoardo Ponti, Rowan Hall Maudslay, Ran Zmigrod, Josef Valvoda, Svetlana Toldova, Francis Tyers, Elena Klyachko, Ilya Yegorov, Natalia Krizhanovsky, Paula Czarnowska, Irene Nikkarinen, Andrew Krizhanovsky, Tiago Pimentel, Lucas Torroba Hennigen, Christo Kirov, Garrett Nicolai, Adina Williams, Antonios Anastasopoulos, Hilaria Cruz, Eleanor Chodroff, Ryan Cotterell, Miikka Silfverberg, Mans Hulden

* 39 pages, SIGMORPHON 

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Predicting Declension Class from Form and Meaning

May 28, 2020
Adina Williams, Tiago Pimentel, Arya D. McCarthy, Hagen Blix, Eleanor Chodroff, Ryan Cotterell

* 14 pages, 2 figures, the is the camera-ready version accepted at the 2020 Annual Conference of the Association for Computational Linguistics (ACL 2020) 

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A Tale of a Probe and a Parser

May 12, 2020
Rowan Hall Maudslay, Josef Valvoda, Tiago Pimentel, Adina Williams, Ryan Cotterell

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On the Relationships Between the Grammatical Genders of Inanimate Nouns and Their Co-Occurring Adjectives and Verbs

May 03, 2020
Adina Williams, Ryan Cotterell, Lawrence Wolf-Sonkin, Damián Blasi, Hanna Wallach

* 17 pages, 6 figures, 4 tables, TACL(a) final submission 

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Multi-Dimensional Gender Bias Classification

May 01, 2020
Emily Dinan, Angela Fan, Ledell Wu, Jason Weston, Douwe Kiela, Adina Williams

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Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition

Apr 07, 2020
Paloma Jeretic, Alex Warstadt, Suvrat Bhooshan, Adina Williams

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Information-Theoretic Probing for Linguistic Structure

Apr 07, 2020
Tiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, Ran Zmigrod, Adina Williams, Ryan Cotterell

* Accepted for publication at ACL 2020 

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Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation

Nov 10, 2019
Emily Dinan, Angela Fan, Adina Williams, Jack Urbanek, Douwe Kiela, Jason Weston

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Adversarial NLI: A New Benchmark for Natural Language Understanding

Oct 31, 2019
Yixin Nie, Adina Williams, Emily Dinan, Mohit Bansal, Jason Weston, Douwe Kiela

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Quantifying the Semantic Core of Gender Systems

Oct 29, 2019
Adina Williams, Ryan Cotterell, Lawrence Wolf-Sonkin, Damián Blasi, Hanna Wallach

* 6 pages, 2 figures, accepted to EMNLP 2019 

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On the Idiosyncrasies of the Mandarin Chinese Classifier System

Apr 05, 2019
Shijia Liu, Hongyuan Mei, Adina Williams, Ryan Cotterell

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Verb Argument Structure Alternations in Word and Sentence Embeddings

Nov 27, 2018
Katharina Kann, Alex Warstadt, Adina Williams, Samuel R. Bowman

* Accepted to SCiL 2019 

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XNLI: Evaluating Cross-lingual Sentence Representations

Sep 13, 2018
Alexis Conneau, Guillaume Lample, Ruty Rinott, Adina Williams, Samuel R. Bowman, Holger Schwenk, Veselin Stoyanov

* EMNLP 2018 

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Do latent tree learning models identify meaningful structure in sentences?

Feb 26, 2018
Adina Williams, Andrew Drozdov, Samuel R. Bowman

* 15 pages, 6 figures, 4 tables. v1. was submitted to TACL, v2. was accepted to TACL, name change, additional baselines (R/L branching) 

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A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference

Feb 19, 2018
Adina Williams, Nikita Nangia, Samuel R. Bowman

* 10 pages, 1 figures, 5 tables. v2 corrects a misreported accuracy number for the CBOW model in the 'matched' setting. v3 adds a discussion of the difficulty of the corpus to the analysis section. v4 is the version that was accepted to NAACL2018 

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The RepEval 2017 Shared Task: Multi-Genre Natural Language Inference with Sentence Representations

Jul 25, 2017
Nikita Nangia, Adina Williams, Angeliki Lazaridou, Samuel R. Bowman

* 10 pages, 1 figure, 6 tables, in Proceedings of The Second Workshop on Evaluating Vector Space Representations for NLP (RepEval 2017) 

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