IIT-KGP at MEDIQA 2019: Recognizing Question Entailment using Sci-BERT stacked with a Gradient Boosting Classifier. - Prakhar Sharma; Sumegh Roychowdhury (BioNLP@ACL, 2019)

Exploring Effects of Random Walk Based Minibatch Selection Policy on Knowledge Graph Completion. - Bishal Santra; Prakhar Sharma; Sumegh Roychowdhury; Pawan Goyal 002 (CoRR, 2020)

Unsupervised Hierarchical Concept Learning. - Sumegh Roychowdhury; Sumedh A. Sontakke; Nikaash Puri; Mausoom Sarkar; Milan Aggarwal; Pinkesh Badjatiya; Balaji Krishnamurthy; Laurent Itti (CoRR, 2020)

Leveraging Post Hoc Context for Faster Learning in Bandit Settings with Applications in Robot-Assisted Feeding. - Ethan K. Gordon; Sumegh Roychowdhury; Tapomayukh Bhattacharjee; Kevin Jamieson 001; Siddhartha S. Srinivasa (ICRA, 2021)

Video2Skill: Adapting Events in Demonstration Videos to Skills in an Environment using Cyclic MDP Homomorphisms. - Sumedh A. Sontakke; Sumegh Roychowdhury; Mausoom Sarkar; Nikaash Puri; Balaji Krishnamurthy; Laurent Itti (CoRR, 2021)

CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection. - Souvic Chakraborty; Parag Dutta; Sumegh Roychowdhury; Animesh Mukherjee 001 (NAACL-HLT (Findings), 2022)

Representation Learning for Conversational Data using Discourse Mutual Information Maximization. - Bishal Santra; Sumegh Roychowdhury; Aishik Mandal; Vasu Gurram; Atharva Naik; Manish Gupta 001; Pawan Goyal 002 (NAACL-HLT, 2022)

Multilingual Abusive Comment Detection at Scale for Indic Languages. - Vikram Gupta; Sumegh Roychowdhury; Mithun Das; Somnath Banerjee 002; Punyajoy Saha; Binny Mathew; Hastagiri Prakash Vanchinathan; Animesh Mukherjee 001 (NeurIPS, 2022)

Data-Efficient Methods For Improving Hate Speech Detection. - Sumegh Roychowdhury; Vikram Gupta (EACL (Findings), 2023)

Tackling Concept Shift in Text Classification using Entailment-style Modeling. - Sumegh Roychowdhury; Karan Gupta 002; Siva Rajesh Kasa; Prasanna Srinivasa Murthy; Alok Chandra (CoRR, 2023)

How Robust are LLMs to In-Context Majority Label Bias? - Karan Gupta 002; Sumegh Roychowdhury; Siva Rajesh Kasa; Santhosh Kumar Kasa; Anish Bhanushali; Nikhil Pattisapu; Prasanna Srinivasa Murthy (CoRR, 2023)

Exploring Ordinality in Text Classification: A Comparative Study of Explicit and Implicit Techniques. - Siva Rajesh Kasa; Aniket Goel; Karan Gupta 002; Sumegh Roychowdhury; Pattisapu Priyatam; Anish Bhanushali; Prasanna Srinivasa Murthy (ACL (Findings), 2024)

Tackling Concept Shift in Text Classification using Entailment-style Modeling. - Sumegh Roychowdhury; Karan Gupta 002; Siva Rajesh Kasa; Prasanna Srinivasa Murthy (KDD, 2024)

Exploring Ordinality in Text Classification: A Comparative Study of Explicit and Implicit Techniques. - Siva Rajesh Kasa; Aniket Goel; Karan Gupta 002; Sumegh Roychowdhury; Anish Bhanushali; Nikhil Pattisapu; Prasanna Srinivasa Murthy (CoRR, 2024)

Leveraging Structural Information in Tree Ensembles for Table Representation Learning. - Nikhil Pattisapu; Siva Rajesh Kasa; Sumegh Roychowdhury; Karan Gupta 002; Anish Bhanushali; Prasanna Srinivasa Murthy (WWW (Companion Volume), 2025)

Generative or Discriminative? Revisiting Text Classification in the Era of Transformers. - Siva Rajesh Kasa; Karan Gupta 002; Sumegh Roychowdhury; Ashutosh Kumar; Yaswanth Biruduraju; Santhosh Kumar Kasa; Nikhil Priyatam Pattisapu; Arindam Bhattacharya; Shailendra Agarwal; Vijay Huddar (CoRR, 2025)