Hate or Non-hate: Translation based hate speech identification in Code-Mixed Hinglish data set. - Shankar Biradar; Sunil Saumya; Arun Chauhan 003 (IEEE BigData, 2021)

mBERT Based Model for Identification of Offensive Content in South Indian Languages. - Shankar Biradar; Sunil Saumya; Arun Chauhan 003 (FIRE (Working Notes), 2021)

Sentiment and Homophobia Detection on YouTube using Ensemble Machine Learning Techniques. - Sunil Saumya; Vanshita Jha; Shankar Biradar (FIRE (Working Notes), 2022)

IIITDWD-ShankarB@ Dravidian-CodeMixi-HASOC2021: mBERT based model for identification of offensive content in south Indian languages. - Shankar Biradar; Sunil Saumya (CoRR, 2022)

Hope Speech Detection on Social Media Platforms. - Pranjal Aggarwal; Pasupuleti Chandana; Jagrut Nemade; Shubham Sharma; Sunil Saumya; Shankar Biradar (CoRR, 2022)

Fighting hate speech from bilingual hinglish speaker's perspective, a transformer- and translation-based approach. - Shankar Biradar; Sunil Saumya; Arun Chauhan 002 (Soc. Netw. Anal. Min., 2022)

FeedForward at SemEval-2024 Task 10: Trigger and sentext-height enriched emotion analysis in multi-party conversations. - Zuhair Hasan Shaik; Dhivya Prasanna; Enduri Jahnavi; Rishi Thippireddy; Vamsi Madhav; Sunil Saumya; Shankar Biradar (SemEval@NAACL, 2024)

Deceptive Humor: A Synthetic Multilingual Benchmark Dataset for Bridging Fabricated Claims with Humorous Content. - Sai Kartheek Reddy Kasu; Shankar Biradar; Sunil Saumya (CoRR, 2025)

Faux Hate: unravelling the web of fake narratives in spreading hateful stories: a multi-label and multi-class dataset in cross-lingual Hindi-English code-mixed text. - Shankar Biradar; Sunil Saumya; Arun Chauhan 002 (Lang. Resour. Evaluation, 2025)