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Learning Adaptive Language Interfaces through Decomposition


Oct 11, 2020
Siddharth Karamcheti, Dorsa Sadigh, Percy Liang

* Accepted at the 1st Workshop for Interactive and Executable Semantic Parsing (IntEx-SemPar) @ EMNLP 2020. 11 pages, 5 figures 

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Generating Interactive Worlds with Text


Dec 04, 2019
Angela Fan, Jack Urbanek, Pratik Ringshia, Emily Dinan, Emma Qian, Siddharth Karamcheti, Shrimai Prabhumoye, Douwe Kiela, Tim Rocktaschel, Arthur Szlam, Jason Weston


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Finding Generalizable Evidence by Learning to Convince Q&A Models


Sep 12, 2019
Ethan Perez, Siddharth Karamcheti, Rob Fergus, Jason Weston, Douwe Kiela, Kyunghyun Cho

* EMNLP 2019. Code available at https://github.com/ethanjperez/convince 

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Learning to Speak and Act in a Fantasy Text Adventure Game


Mar 07, 2019
Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, Jason Weston


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Improving Grey-Box Fuzzing by Modeling Program Behavior


Nov 21, 2018
Siddharth Karamcheti, Gideon Mann, David Rosenberg

* 5 pages, 3 figures 

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Adaptive Grey-Box Fuzz-Testing with Thompson Sampling


Aug 24, 2018
Siddharth Karamcheti, Gideon Mann, David Rosenberg

* Published as a workshop paper in the 11th ACM Workshop on Artificial Intelligence and Security (AISec '18) with the 25th ACM Conference on Computer and Communications Security (CCS '18) 

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Accurately and Efficiently Interpreting Human-Robot Instructions of Varying Granularities


Jun 19, 2018
Dilip Arumugam, Siddharth Karamcheti, Nakul Gopalan, Lawson L. S. Wong, Stefanie Tellex

* Updated with final version - Published as Conference Paper in Robotics: Science and Systems 2017 

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Modeling Latent Attention Within Neural Networks


Dec 30, 2017
Christopher Grimm, Dilip Arumugam, Siddharth Karamcheti, David Abel, Lawson L. S. Wong, Michael L. Littman


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A Tale of Two DRAGGNs: A Hybrid Approach for Interpreting Action-Oriented and Goal-Oriented Instructions


Jul 26, 2017
Siddharth Karamcheti, Edward C. Williams, Dilip Arumugam, Mina Rhee, Nakul Gopalan, Lawson L. S. Wong, Stefanie Tellex

* Accepted at the 1st Workshop on Language Grounding for Robotics at ACL 2017 

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