Page Not Found
Page not found. Your pixels are in another canvas.
Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
About Me
About Me
Page not in menu
This is a page not in th emain menu
Posts
Future Blog Post
Published:
This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.
Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Careful Selection of Knowledge to solve Open Book Question Answering
Published in Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (pp. 6120-6129), 2019
In this paper we try to solve OpenBookQA from AllenAI using multiple new techniques.
Recommended citation: Banerjee, P., Pal, K. K., Mitra, A., & Baral, C. (2019, July). Careful Selection of Knowledge to Solve Open Book Question Answering. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (pp. 6120-6129). https://www.aclweb.org/anthology/P19-1615/
Exploring ways to incorporate additional knowledge to improve Natural Language Commonsense Question Answering
Published in arxiv.org, 2019
In this paper we evaluate multiple ways to incorporate knowledge in large Neural Language Models.
Recommended citation: Mitra, A., Banerjee, P., Pal, K. K., Mishra S. & Baral, C. (2019, July). Exploring ways to incorporate additional knowledge to improve Natural Language Commonsense Question Answering. CoRR, arxiv.org https://arxiv.org/abs/1909.08855
ASU at TextGraphs 2019 Shared Task: Explanation ReGeneration using Language Models and Iterative Re-Ranking
Published in Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-13), 2019
In this paper I explore ways te regenerate explanations given a question and correct answer.
Recommended citation: Banerjee, P. (2019, Septemeber). ASU at TextGraphs 2019 Shared Task: Explanation ReGeneration using Language Models and Iterative Re-Ranking. In Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-13). https://www.aclweb.org/anthology/D19-5310/
Knowledge Guided Named Entity Recognition
Published in arxiv.org, 2019
In this paper I explore ways to use external knowledge to improve Named Entity Recognition in BioMedical texts.
Recommended citation: Pratyay Banerjee, Kuntal Kumar Pal, Murthy Devarakonda and Chitta Baral (2019, November). Knowledge Guided Named Entity Recognition. CoRR, arxiv.org. https://arxiv.org/abs/1911.03869
VQA-LOL: Visual Question Answering under the Lens of Logic
Published in 16th European Conference on Computer Vision (ECCV 2020), 2020
In this paper I explore ways to make VQA models robust to Logical Questions
Recommended citation: Tejas Gokhale, Pratyay Banerjee, Chitta Baral and Yezhou Yang (2020, February). VQA-LOL: Visual Question Answering under the Lens of Logic. 16th European Conference on Computer Vision (ECCV 2020) https://arxiv.org/abs/2002.08325
Video2Commonsense: Generating Commonsense Descriptions to Enrich Video Captioning
Published in EMNLP 2020, 2020
In this paper my focussed contribution was developing the V2CQA approach to improve captioning.
Recommended citation: Zhiyuan Fang, Tejas Gokhale, Pratyay Banerjee, Chitta Baral and Yezhou Yang (2020, March). Video2Commonsense: Generating Commonsense Descriptions to Enrich Video Captioning. CoRR, arxiv.org. https://arxiv.org/abs/2003.05162
Natural Language QA Approaches using Reasoning with External Knowledge
Published in arxiv.org, 2020
In this paper we survey different kinds of techniques to incorporate additional knowledge.
Recommended citation: Chitta Baral, Pratyay Banerjee, Kuntal Kumar Pal and Arindam Mitra (2020, March). Natural Language QA Approaches using Reasoning with External Knowledge . CoRR, arxiv.org. https://arxiv.org/abs/2003.03446
Knowledge Fusion and Semantic Knowledge Ranking for Open Domain Question Answering
Published in arxiv.org, 2020
In this paper I created a new synthetic dataset to improve SKR and a new QA model approach for MCQA achieving SOTA on OBQA and QASC datasets.
Recommended citation: Pratyay Banerjee and Chitta Baral (2020, March). Knowledge Fusion and Semantic Knowledge Ranking for Open Domain Question Answering. CoRR, arxiv.org. https://arxiv.org/abs/2004.03101
Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering
Published in EMNLP 2020, 2020
In this paper I formulate a new framework to perform zero-shot question answering over unstructured and structured knowledge bases.
Recommended citation: Pratyay Banerjee and Chitta Baral (2020, May). Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering. CoRR, arxiv.org. https://arxiv.org/abs/2005.00316
MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering
Published in EMNLP 2020, 2020
In this paper my focussed contribution was developing the V2CQA approach to improve captioning.
Recommended citation: Tejas Gokhale, Pratyay Banerjee, Chitta Baral and Yezhou Yang (2020, March). MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering. EMNLP 2020. https://arxiv.org/abs/2009.
talks
teaching
CSE 110 : Principles of Programming in Java
Undergraduate Course, ASU, CIDSE, 2018
I was a Teaching Assistant to Dr. Yoshihiro Kobayashi, responsible for labs and quizzes.
CSE 576 : Topics in Natural Language Processing
Graduate Course, ASU, CIDSE, 2019
I was a Teaching Assistant to Dr. Chitta Baral, responsible for grading exams and mentors for Course project work.
CSE 576 : Topics in Natural Language Processing
Graduate Course, ASU, CIDSE, 2020
I was a Teaching Assistant to Dr. Chitta Baral, responsible for grading exams and mentors for Course project work.