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Can Transformers Reason About Effects of Actions?

Dec 17, 2020
Pratyay Banerjee, Chitta Baral, Man Luo, Arindam Mitra, Kuntal Pal, Tran C. Son, Neeraj Varshney

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Towards Question Format Independent Numerical Reasoning: A Set of Prerequisite Tasks

May 18, 2020
Swaroop Mishra, Arindam Mitra, Neeraj Varshney, Bhavdeep Sachdeva, Chitta Baral

* 10 pages 

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Natural Language QA Approaches using Reasoning with External Knowledge

Mar 06, 2020
Chitta Baral, Pratyay Banerjee, Kuntal Kumar Pal, Arindam Mitra

* 6 pages, 3 figures, Work in Progress 

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Exploring ways to incorporate additional knowledge to improve Natural Language Commonsense Question Answering

Sep 19, 2019
Arindam Mitra, Pratyay Banerjee, Kuntal Kumar Pal, Swaroop Mishra, Chitta Baral

* 7+1 pages, 5 figures, AAAI 

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A Generate-Validate Approach to Answering Questions about Qualitative Relationships

Aug 09, 2019
Arindam Mitra, Chitta Baral, Aurgho Bhattacharjee, Ishan Shrivastava

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Careful Selection of Knowledge to solve Open Book Question Answering

Jul 24, 2019
Pratyay Banerjee, Kuntal Kumar Pal, Arindam Mitra, Chitta Baral

* Accepted to ACL 2019 

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Declarative Question Answering over Knowledge Bases containing Natural Language Text with Answer Set Programming

May 01, 2019
Arindam Mitra, Peter Clark, Oyvind Tafjord, Chitta Baral

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Understanding Roles and Entities: Datasets and Models for Natural Language Inference

Apr 22, 2019
Arindam Mitra, Ishan Shrivastava, Chitta Baral

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Incremental and Iterative Learning of Answer Set Programs from Mutually Distinct Examples

May 01, 2018
Arindam Mitra, Chitta Baral

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