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EDM3: Event Detection as Multi-task Text Generation


May 25, 2023
Ujjwala Anantheswaran, Himanshu Gupta, Mihir Parmar, Kuntal Kumar Pal, Chitta Baral

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* 9 pages, 4 figures, 10 tables, 5 Page appendix 

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Prompt-Based Learning for Thread Structure Prediction in Cybersecurity Forums


Mar 05, 2023
Kazuaki Kashihara, Kuntal Kumar Pal, Chitta Baral, Robert P Trevino

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* 16 pages, 7 figures, submitted to IntelliSys 2023 

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Exploring the Limits of Transfer Learning with Unified Model in the Cybersecurity Domain


Feb 20, 2023
Kuntal Kumar Pal, Kazuaki Kashihara, Ujjwala Anantheswaran, Kirby C. Kuznia, Siddhesh Jagtap, Chitta Baral

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* 8 pages 

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"John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of Feasibility


Oct 14, 2022
Himanshu Gupta, Neeraj Varshney, Swaroop Mishra, Kuntal Kumar Pal, Saurabh Arjun Sawant, Kevin Scaria, Siddharth Goyal, Chitta Baral

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* 4 pages + 5 pages in Appendix 

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Benchmarking Generalization via In-Context Instructions on 1,600+ Language Tasks


Apr 16, 2022
Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Anjana Arunkumar, Arjun Ashok, Arut Selvan Dhanasekaran, Atharva Naik, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Gary Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, Krima Doshi, Maitreya Patel, Kuntal Kumar Pal, Mehrad Moradshahi, Mihir Parmar, Mirali Purohit, Neeraj Varshney, Phani Rohitha Kaza, Pulkit Verma, Ravsehaj Singh Puri, Rushang Karia, Shailaja Keyur Sampat, Savan Doshi, Siddhartha Mishra, Sujan Reddy, Sumanta Patro, Tanay Dixit, Xudong Shen, Chitta Baral, Yejin Choi, Hannaneh Hajishirzi, Noah A. Smith, Daniel Khashabi

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* 16 pages, 9 figures 

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Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model


Sep 10, 2021
Kuntal Kumar Pal, Chitta Baral

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* 7 pages, 10 figures, 5 tables, Accepted in the Findings of EMNLP 2021 

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Constructing Flow Graphs from Procedural Cybersecurity Texts


May 29, 2021
Kuntal Kumar Pal, Kazuaki Kashihara, Pratyay Banerjee, Swaroop Mishra, Ruoyu Wang, Chitta Baral

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* 13 pages, 5 pages, accepted in the Findings of ACL 2021 

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Variable Name Recovery in Decompiled Binary Code using Constrained Masked Language Modeling


Mar 23, 2021
Pratyay Banerjee, Kuntal Kumar Pal, Fish Wang, Chitta Baral

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* Work In Progress 

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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

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* 6 pages, 3 figures, Work in Progress 

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Knowledge Guided Named Entity Recognition


Nov 10, 2019
Pratyay Banerjee, Kuntal Kumar Pal, Murthy Devarakonda, Chitta Baral

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* work in progress, draft 

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