Unsupervised Bitext Mining and Translation via Self-trained Contextual Embeddings

Oct 15, 2020
Phillip Keung, Julian Salazar, Yichao Lu, Noah A. Smith

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* To appear in the Transactions of the Association for Computational Linguistics 

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Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics

Oct 15, 2020
Swabha Swayamdipta, Roy Schwartz, Nicholas Lourie, Yizhong Wang, Hannaneh Hajishirzi, Noah A. Smith, Yejin Choi

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* Proceedings of EMNLP 2020 

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Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs

Oct 15, 2020
Ana Marasović, Chandra Bhagavatula, Jae Sung Park, Ronan Le Bras, Noah A. Smith, Yejin Choi

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* Accepted to Findings of EMNLP 

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Plug and Play Autoencoders for Conditional Text Generation

Oct 12, 2020
Florian Mai, Nikolaos Pappas, Ivan Montero, Noah A. Smith, James Henderson

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* To be published in EMNLP 2020 

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The Multilingual Amazon Reviews Corpus

Oct 06, 2020
Phillip Keung, Yichao Lu, György Szarvas, Noah A. Smith

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* To appear in EMNLP 2020 

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Grounded Compositional Outputs for Adaptive Language Modeling

Oct 05, 2020
Nikolaos Pappas, Phoebe Mulcaire, Noah A. Smith

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* EMNLP 2020 

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Multilevel Text Alignment with Cross-Document Attention

Oct 03, 2020
Xuhui Zhou, Nikolaos Pappas, Noah A. Smith

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* EMNLP 2020 

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Parsing with Multilingual BERT, a Small Corpus, and a Small Treebank

Sep 29, 2020
Ethan C. Chau, Lucy H. Lin, Noah A. Smith

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* Accepted to Findings of EMNLP 2020 

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RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models

Sep 25, 2020
Samuel Gehman, Suchin Gururangan, Maarten Sap, Yejin Choi, Noah A. Smith

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* Findings in EMNLP 2020 

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Deep Encoder, Shallow Decoder: Reevaluating the Speed-Quality Tradeoff in Machine Translation

Jun 28, 2020
Jungo Kasai, Nikolaos Pappas, Hao Peng, James Cross, Noah A. Smith

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* Added references and acknowledgements 

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A Mixture of $h-1$ Heads is Better than $h$ Heads

May 13, 2020
Hao Peng, Roy Schwartz, Dianqi Li, Noah A. Smith

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* ACL2020 

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The Right Tool for the Job: Matching Model and Instance Complexities

May 09, 2020
Roy Schwartz, Gabriel Stanovsky, Swabha Swayamdipta, Jesse Dodge, Noah A. Smith

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* ACL 2020; 12 pages; code available in https://github.com/allenai/sledgehammer 

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Don't Stop Pretraining: Adapt Language Models to Domains and Tasks

May 05, 2020
Suchin Gururangan, Ana Marasović, Swabha Swayamdipta, Kyle Lo, Iz Beltagy, Doug Downey, Noah A. Smith

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* ACL 2020 

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A Formal Hierarchy of RNN Architectures

Apr 24, 2020
William Merrill, Gail Weiss, Yoav Goldberg, Roy Schwartz, Noah A. Smith, Eran Yahav

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* To appear at ACL 2020. Updated to include computational cost estimates 

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Evaluating NLP Models via Contrast Sets

Apr 06, 2020
Matt Gardner, Yoav Artzi, Victoria Basmova, Jonathan Berant, Ben Bogin, Sihao Chen, Pradeep Dasigi, Dheeru Dua, Yanai Elazar, Ananth Gottumukkala, Nitish Gupta, Hanna Hajishirzi, Gabriel Ilharco, Daniel Khashabi, Kevin Lin, Jiangming Liu, Nelson F. Liu, Phoebe Mulcaire, Qiang Ning, Sameer Singh, Noah A. Smith, Sanjay Subramanian, Reut Tsarfaty, Eric Wallace, Ally Zhang, Ben Zhou

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Multi-View Learning for Vision-and-Language Navigation

Mar 09, 2020
Qiaolin Xia, Xiujun Li, Chunyuan Li, Yonatan Bisk, Zhifang Sui, Jianfeng Gao, Yejin Choi, Noah A. Smith

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* 16 pages, 8 figures 

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Citation Text Generation

Feb 02, 2020
Kelvin Luu, Rik Koncel-Kedziorski, Kyle Lo, Isabel Cachola, Noah A. Smith

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* 10 pages 

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On Consequentialism and Fairness

Jan 02, 2020
Dallas Card, Noah A. Smith

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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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Improving Transformer Models by Reordering their Sublayers

Nov 10, 2019
Ofir Press, Noah A. Smith, Omer Levy

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Situating Sentence Embedders with Nearest Neighbor Overlap

Sep 24, 2019
Lucy H. Lin, Noah A. Smith

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* 17 pages, 7 figures 

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Low-Resource Parsing with Crosslingual Contextualized Representations

Sep 19, 2019
Phoebe Mulcaire, Jungo Kasai, Noah A. Smith

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* CoNLL 2019 

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