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Knowledge-augmented Deep Learning and Its Applications: A Survey


Nov 30, 2022
Zijun Cui, Tian Gao, Kartik Talamadupula, Qiang Ji

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* Submitted to IEEE Transactions on Neural Networks and Learning Systems 

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Investigating Explainability of Generative AI for Code through Scenario-based Design


Feb 10, 2022
Jiao Sun, Q. Vera Liao, Michael Muller, Mayank Agarwal, Stephanie Houde, Kartik Talamadupula, Justin D. Weisz

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When Is It Acceptable to Break the Rules? Knowledge Representation of Moral Judgement Based on Empirical Data


Jan 19, 2022
Edmond Awad, Sydney Levine, Andrea Loreggia, Nicholas Mattei, Iyad Rahwan, Francesca Rossi, Kartik Talamadupula, Joshua Tenenbaum, Max Kleiman-Weiner

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Using Document Similarity Methods to create Parallel Datasets for Code Translation


Oct 11, 2021
Mayank Agarwal, Kartik Talamadupula, Fernando Martinez, Stephanie Houde, Michael Muller, John Richards, Steven I Ross, Justin D. Weisz

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Eye of the Beholder: Improved Relation Generalization for Text-based Reinforcement Learning Agents


Jun 15, 2021
Keerthiram Murugesan, Subhajit Chaudhury, Kartik Talamadupula

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NeurIPS 2020 NLC2CMD Competition: Translating Natural Language to Bash Commands


Mar 03, 2021
Mayank Agarwal, Tathagata Chakraborti, Quchen Fu, David Gros, Xi Victoria Lin, Jaron Maene, Kartik Talamadupula, Zhongwei Teng, Jules White

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* Competition URL: http://ibm.biz/nlc2cmd 

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VisualHints: A Visual-Lingual Environment for Multimodal Reinforcement Learning


Oct 26, 2020
Thomas Carta, Subhajit Chaudhury, Kartik Talamadupula, Michiaki Tatsubori

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* Code is available at http://ibm.biz/VisualHints 

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Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines


Oct 08, 2020
Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi, Pushkar Shukla, Sadhana Kumaravel, Gerald Tesauro, Kartik Talamadupula, Mrinmaya Sachan, Murray Campbell

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Reading Comprehension as Natural Language Inference: A Semantic Analysis


Oct 04, 2020
Anshuman Mishra, Dhruvesh Patel, Aparna Vijayakumar, Xiang Li, Pavan Kapanipathi, Kartik Talamadupula

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