Publications [Google Scholar]
CyberQ: Generating Questions and Answers for Cybersecurity Education using Knowledge Graph-Augmented LLMs
Garima Agrawal*, Kuntal Pal, Yuli Deng, Huan Liu and Ying-Chih Chen
Conference : EAAI-24 Educational Advances in Artificial Intelligence (Special Track of AAAI)
Len or index or count, anything but v1: Predicting Variable Names in Decompilation Output with Transfer Learning
Kuntal Kumar Pal, Ati Priya Bajaj, Pratyay Banerjee, Audrey Dutcher, Mutsumi Nakamura, Zion Leonahenahe Basque, Himanshu Gupta, Saurabh Arjun Sawant, Ujjwala Anantheswaran, Yan Shoshitaishvili, Adam Doupe, Chitta Baral, Ruoyu Wang.
Conference : IEEE Security & Privacy 2024 Cycle 2 : (Acceptance : 14.9%)
EDM3: Event Detection as Multi-task Text Generation
Ujjwala Anantheswaran*, Himanshu Gupta, Mihir Parmar, Kuntal Kumar Pal, Chitta Baral
PREPRINT: Arxiv 2023
Modeling Tag Prediction based on Question Tagging Behavior Analysis of CommunityQA Platform Users
Kuntal Kumar Pal*, Michael Gamon, Nirupama Chandrasekaran, Silviu Cucerzan
PREPRINT: Arxiv 2023 (Internship Work at Microsoft Research (KRL Group), 2023)
Exploring the Limits of Transfer Learning with Unified Model in the Cybersecurity Domain
Kuntal Kumar Pal*, Kazuaki Kashihara, Ujjwala Anantheswaran, Kirby C Kuznia, Siddhesh Jagtap, Chitta Baral
PREPRINT : Arxiv 2023
AISecKG: Knowledge Graph Dataset for Cybersecurity Education
Garima Agrawal*, Kuntal Kumar Pal, Yuli Deng, Huan Liu, Chitta Baral
Journal: AAAI-MAKE 2023: Challenges Requiring the Combination of Machine Learning 2023
Prompt-Based Learning for Thread Structure Prediction in Cybersecurity Forums
Kazuaki Kashihara*, Kuntal Kumar Pal, Chitta Baral, Robert P Trevino
Conference : Intellisys 2023
“John is 50 years old, can his son be 65?” Evaluating NLP Models’ Understanding of Feasibility
Himanshu Gupta*, Neeraj Varshney, Swaroop Mishra, Kuntal Kumar Pal, Saurabh Arjun Sawant, Kevin Scaria, Siddharth Goyal, Chitta Baral
Conference : EACL 2023 : (Acceptance : 24.1%)
SUPER-NATURALINSTRUCTIONS: Generalization via Declarative Instructions on 1600+ NLP Tasks
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
Conference : EMNLP 2022 : (Acceptance : 22.1%)
Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model
Kuntal Kumar Pal*, Chitta Baral
Conference : EMNLP 2021 Findings : (Acceptance : 11.6% (short))
Commonsense reasoning with implicit knowledge in natural language
Kuntal Kumar Pal, Pratyay Banerjee, Arindam Mitra, Swaroop Mishra, Chitta Baral
Conference : AKBC 2021
Biomedical Named Entity Recognition via Knowledge Guidance and Question Answering
KK Pal, P Banerjee, M Devarakonda, C Baral
Journal : ACM Transactions on Computing for Healthcare 2 (4), 1-24.
Constructing Flow Graphs from Procedural Cybersecurity Texts
KK Pal, K Kashihara, P Banerjee*, S Mishra, R Wang, C Baral
Conference : ACL 2021 Findings : (Acceptance : 21.3% (Long)) .
Variable Name Recovery in Decompiled Binary Code using Constrained Masked Language Modeling
P Banerjee, KK Pal, F Wang, C Baral
PREPRINT : Arxiv 2021
Can Transformers Reason About Effects of Actions?
P Banerjee, C Baral, M Luo, A Mitra, K Pal, TC Son, N Varshney
PREPRINT : Arxiv 2020
Natural language qa approaches using reasoning with external knowledge
Chitta Baral, Pratyay Banerjee, Kuntal Kumar Pal, Arindam Mitra
PREPRINT : Arxiv 2020.
Careful Selection of Knowledge to Solve Open Book Question Answering
Kuntal Kumar Pal, Pratyay Banerjee, Arindam Mitra*, Chitta Baral
Conference : ACL 2019 : (Acceptance : 25.7% (Long))
Predicting Facebook-Users Personality based on Status and Linguistic Features via Flexible Regression Analysis Techniques
Prantik Howlader, Kuntal Kumar Pal, Alfredo Cuzzocrea, and S. D. Madhu Kumar
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, Page - 339-345, SAC 2018
Preprocessing for image classification by convolutional neural networks
Kuntal Kumar Pal*, Sudeep K.S.
2016 IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology RTEICT 2016.
