APTSumm at BioLaySumm Task 1: Biomedical Breakdown, Improving Readability by Relevancy Based Selection. - A. S. Poornash; Atharva Deshmukh; Archit Sharma; Sriparna Saha 001 (BioNLP@ACL, 2023)

ToxVI: a Multimodal LLM-based Framework for Generating Intervention in Toxic Code-Mixed Videos. - Krishanu Maity; A. S. Poornash; Sriparna Saha 001; Kitsuchart Pasupa (CIKM, 2024)

Seeing Beyond Words: Multimodal Aspect-Level Complaint Detection in Ecommerce Videos. - Rishikesh Devanathan; Apoorva Singh; A. S. Poornash; Sriparna Saha 001 (ACM Multimedia, 2024)

ToxVidLLM: A Multimodal LLM-based Framework for Toxicity Detection in Code-Mixed Videos. - Krishanu Maity; A. S. Poornash; Sriparna Saha 001; Pushpak Bhattacharyya (CoRR, 2024)

A Stochastic Optimization Framework for Private and Fair Learning From Decentralized Data. - Devansh Gupta; A. S. Poornash; Andrew Lowy; Meisam Razaviyayn (CoRR, 2024)

HateThaiSent: Sentiment-Aided Hate Speech Detection in Thai Language. - Krishanu Maity; A. S. Poornash; Shaubhik Bhattacharya; Salisa Phosit; Sawarod Kongsamlit; Sriparna Saha 001; Kitsuchart Pasupa (IEEE Trans. Comput. Soc. Syst., 2024)