Publications

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

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

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/

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/