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Causal Abstractions of Neural Networks


Jun 06, 2021
Atticus Geiger, Hanson Lu, Thomas Icard, 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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DynaSent: A Dynamic Benchmark for Sentiment Analysis


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


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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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Modular Representation Underlies Systematic Generalization in Neural Natural Language Inference Models


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


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Posing Fair Generalization Tasks for Natural Language Inference


Nov 03, 2019
Atticus Geiger, Ignacio Cases, Lauri Karttunen, Chris Potts

* Proceedings of the 2019 conference on Empircal Methods in Natural Lanuage Processing 

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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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