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Improving Neural Network Robustness through Neighborhood Preserving Layers


Jan 29, 2021
Bingyuan Liu, Christopher Malon, Lingzhou Xue, Erik Kruus

* An earlier short version of this paper without proof is presented in 25th International Conference on Pattern Recognition(ICPR), Manifold Learning from Euclid to Riemann workshop 

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Improving Disentangled Text Representation Learning with Information-Theoretic Guidance


Jun 06, 2020
Pengyu Cheng, Martin Renqiang Min, Dinghan Shen, Christopher Malon, Yizhe Zhang, Yitong Li, Lawrence Carin

* Accepted by the 58th Annual Meeting of the Association for Computational Linguistics (ACL2020) 

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Generating Followup Questions for Interpretable Multi-hop Question Answering


Feb 27, 2020
Christopher Malon, Bing Bai


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Team Papelo: Transformer Networks at FEVER


Jan 08, 2019
Christopher Malon

* Appeared at EMNLP 2018 First Workshop on Fact Extraction and Verification (FEVER) 

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Teaching Syntax by Adversarial Distraction


Oct 25, 2018
Juho Kim, Christopher Malon, Asim Kadav

* Juho Kim, Christopher Malon, and Asim Kadav. 2018. "Teaching Syntax by Adversarial Distraction." Proceedings of the EMNLP First Workshop on Fact Extraction and Verification 
* To appear at the EMNLP 2018 First Workshop on Fact Extraction and Verification (FEVER) 

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