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Causal Abstractions of Neural Networks


Jun 06, 2021
Atticus Geiger, Hanson Lu, Thomas Icard, Christopher Potts


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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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Decrypting Cryptic Crosswords: Semantically Complex Wordplay Puzzles as a Target for NLP


Apr 17, 2021
Josh Rozner, Christopher Potts, Kyle Mahowald


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Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models


Apr 17, 2021
Zhengxuan Wu, Nelson F. Liu, Christopher Potts

* 16 pages, 5 figures, preprint 

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Concadia: Tackling image accessibility with context


Apr 16, 2021
Elisa Kreiss, Noah D. Goodman, Christopher Potts


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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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Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval


Jan 02, 2021
Omar Khattab, Christopher Potts, Matei Zaharia


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DynaSent: A Dynamic Benchmark for Sentiment Analysis


Dec 30, 2020
Christopher Potts, Zhengxuan Wu, Atticus Geiger, Douwe Kiela


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Relevance-guided Supervision for OpenQA with ColBERT


Jul 01, 2020
Omar Khattab, Christopher Potts, Matei Zaharia


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Modeling subjective assessments of guilt in newspaper crime narratives


Jun 17, 2020
Elisa Kreiss, Zijian Wang, Christopher Potts


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Relational reasoning and generalization using non-symbolic neural networks


Jun 16, 2020
Atticus Geiger, Alexandra Carstensen, Michael C. Frank, Christopher Potts


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Use of Machine Translation to Obtain Labeled Datasets for Resource-Constrained Languages


May 01, 2020
Emrah Budur, Rıza Özçelik, Tunga Güngör, Christopher Potts

* Fixed the rendering problem of the Turkish characters (e.g. Table 2) 

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Modular Representation Underlies Systematic Generalization in Neural Natural Language Inference Models


Apr 30, 2020
Atticus Geiger, Kyle Richardson, Christopher Potts


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Pragmatic Issue-Sensitive Image Captioning


Apr 29, 2020
Allen Nie, Reuben Cohn-Gordon, Christopher Potts


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Communication-based Evaluation for Natural Language Generation


Oct 11, 2019
Benjamin Newman, Reuben Cohn-Gordon, Christopher Potts

* 11 pages, 2 figures, SCiL, camera-ready - clarified certain points, updated acknowledgements 

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TalkDown: A Corpus for Condescension Detection in Context


Sep 25, 2019
Zijian Wang, Christopher Potts

* To appear at EMNLP-IJCNLP 2019 

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Modeling Drug-Disease Relations with Linguistic and Knowledge Graph Constraints


Mar 31, 2019
Bruno Godefroy, Christopher Potts


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Effective Feature Representation for Clinical Text Concept Extraction


Oct 31, 2018
Yifeng Tao, Bruno Godefroy, Guillaume Genthial, Christopher Potts


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Stress-Testing Neural Models of Natural Language Inference with Multiply-Quantified Sentences


Oct 30, 2018
Atticus Geiger, Ignacio Cases, Lauri Karttunen, Christopher Potts


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An Incremental Iterated Response Model of Pragmatics


Oct 19, 2018
Reuben Cohn-Gordon, Noah D. Goodman, Christopher Potts

* Camera-Ready Version 

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A case for deep learning in semantics


Sep 10, 2018
Christopher Potts

* Commentary on Pater 2018, 'Generative linguistics and neural networks at 60: foundation, friction, and fusion', to appear in Language 

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Representing Social Media Users for Sarcasm Detection


Aug 25, 2018
Y. Alex Kolchinski, Christopher Potts

* To appear in EMNLP 2018 

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Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations


Jun 16, 2018
Benjamin J. Lengerich, Andrew L. Maas, Christopher Potts

* COLING 2018 

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Generating Bilingual Pragmatic Color References


May 19, 2018
Will Monroe, Jennifer Hu, Andrew Jong, Christopher Potts

* 11 pages including appendices, 7 figures, 3 tables. NAACL-HLT 2018 

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Pragmatically Informative Image Captioning with Character-Level Inference


May 10, 2018
Reuben Cohn-Gordon, Noah Goodman, Christopher Potts

* NAACL Paper, 5 pages 

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Mittens: An Extension of GloVe for Learning Domain-Specialized Representations


Mar 27, 2018
Nicholas Dingwall, Christopher Potts

* NAACL 2018 

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On the Effective Use of Pretraining for Natural Language Inference


Oct 05, 2017
Ignacio Cases, Minh-Thang Luong, Christopher Potts

* This manuscript dates from late Winter 2016 

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