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Sameer Singh

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Explain Your Move: Understanding Agent Actions Using Focused Feature Saliency

Dec 23, 2019
Piyush Gupta, Nikaash Puri, Sukriti Verma, Sameer Singh, Dhruv Kayastha, Shripad Deshmukh, Balaji Krishnamurthy

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Neural Module Networks for Reasoning over Text

Dec 10, 2019
Nitish Gupta, Kevin Lin, Dan Roth, Sameer Singh, Matt Gardner

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Memory Augmented Recursive Neural Networks

Nov 08, 2019
Forough Arabshahi, Zhichu Lu, Sameer Singh, Animashree Anandkumar

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How can we fool LIME and SHAP? Adversarial Attacks on Post hoc Explanation Methods

Nov 06, 2019
Dylan Slack, Sophie Hilgard, Emily Jia, Sameer Singh, Himabindu Lakkaraju

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Improving Differentially Private Models with Active Learning

Oct 02, 2019
Zhengli Zhao, Nicolas Papernot, Sameer Singh, Neoklis Polyzotis, Augustus Odena

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AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models

Sep 19, 2019
Eric Wallace, Jens Tuyls, Junlin Wang, Sanjay Subramanian, Matt Gardner, Sameer Singh

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Do NLP Models Know Numbers? Probing Numeracy in Embeddings

Sep 18, 2019
Eric Wallace, Yizhong Wang, Sujian Li, Sameer Singh, Matt Gardner

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Knowledge Enhanced Contextual Word Representations

Sep 09, 2019
Matthew E. Peters, Mark Neumann, Robert L. Logan IV, Roy Schwartz, Vidur Joshi, Sameer Singh, Noah A. Smith

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