Sumegh Roychowdhury

21 papers A* 4Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2025 A* conf
Generative or Discriminative? Revisiting Text Classification in the Era of Transformers.
EMNLP
Siva Rajesh Kasa, Karan Gupta, Sumegh Roychowdhury, Ashutosh Kumar, Yaswanth Biruduraju, Santhosh Kumar Kasa, Nikhil Priyatam Pattisapu, Arindam Bhattacharya, Shailendra Agarwal, Vijay Huddar
2025 J jnl
Generative or Discriminative? Revisiting Text Classification in the Era of Transformers.
CoRR
Siva Rajesh Kasa, Karan Gupta, Sumegh Roychowdhury, Ashutosh Kumar, Yaswanth Biruduraju, Santhosh Kumar Kasa, Nikhil Priyatam Pattisapu, Arindam Bhattacharya, Shailendra Agarwal, Vijay Huddar
2025 — conf
Leveraging Structural Information in Tree Ensembles for Table Representation Learning.
WWW (Companion Volume)
Nikhil Priyatam Pattisapu, Siva Rajesh Kasa, Sumegh Roychowdhury, Karan Gupta, Anish Bhanushali, Prasanna Srinivasa Murthy
2025 J jnl
The Hidden Cost of Modeling P(X): Vulnerability to Membership Inference Attacks in Generative Text Classifiers.
CoRR
Owais Makroo, Siva Rajesh Kasa, Sumegh Roychowdhury, Karan Gupta, Nikhil Priyatam Pattisapu, Santhosh Kumar Kasa, Sumit Negi
2024 — conf
Exploring Ordinality in Text Classification: A Comparative Study of Explicit and Implicit Techniques.
ACL (Findings)
Siva Rajesh Kasa, Aniket Goel, Karan Gupta, Sumegh Roychowdhury, Pattisapu Priyatam, Anish Bhanushali, Prasanna Srinivasa Murthy
2024 J jnl
Exploring Ordinality in Text Classification: A Comparative Study of Explicit and Implicit Techniques.
CoRR
Siva Rajesh Kasa, Aniket Goel, Karan Gupta, Sumegh Roychowdhury, Anish Bhanushali, Nikhil Priyatam Pattisapu, Prasanna Srinivasa Murthy
2024 A* conf
Tackling Concept Shift in Text Classification using Entailment-style Modeling.
KDD
Sumegh Roychowdhury, Karan Gupta, Siva Rajesh Kasa, Prasanna Srinivasa Murthy
2023 — conf
Data-Efficient Methods For Improving Hate Speech Detection.
EACL (Findings)
Sumegh Roychowdhury, Vikram Gupta
2023 J jnl
How Robust are LLMs to In-Context Majority Label Bias?
CoRR
Karan Gupta, Sumegh Roychowdhury, Siva Rajesh Kasa, Santhosh Kumar Kasa, Anish Bhanushali, Nikhil Priyatam Pattisapu, Prasanna Srinivasa Murthy
2023 J jnl
Tackling Concept Shift in Text Classification using Entailment-style Modeling.
CoRR
Sumegh Roychowdhury, Karan Gupta, Siva Rajesh Kasa, Prasanna Srinivasa Murthy, Alok Chandra
2022 — conf
CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection.
NAACL-HLT (Findings)
Souvic Chakraborty, Parag Dutta, Sumegh Roychowdhury, Animesh Mukherjee
2022 J jnl
CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection.
CoRR
Parag Dutta, Souvic Chakraborty, Sumegh Roychowdhury, Animesh Mukherjee
2022 A* conf
Multilingual Abusive Comment Detection at Scale for Indic Languages.
NeurIPS
Vikram Gupta, Sumegh Roychowdhury, Mithun Das, Somnath Banerjee, Punyajoy Saha, Binny Mathew, Hastagiri Prakash Vanchinathan, Animesh Mukherjee
2022 — conf
Representation Learning for Conversational Data using Discourse Mutual Information Maximization.
NAACL-HLT
Bishal Santra, Sumegh Roychowdhury, Aishik Mandal, Vasu Gurram, Atharva Naik, Manish Gupta, Pawan Goyal
2021 A* conf
Leveraging Post Hoc Context for Faster Learning in Bandit Settings with Applications in Robot-Assisted Feeding.
ICRA
Ethan K. Gordon, Sumegh Roychowdhury, Tapomayukh Bhattacharjee, Kevin Jamieson, Siddhartha S. Srinivasa
2021 J jnl
Representation Learning for Conversational Data using Discourse Mutual Information Maximization.
CoRR
Bishal Santra, Sumegh Roychowdhury, Aishik Mandal, Vasu Gurram, Atharva Naik, Manish Gupta, Pawan Goyal
2021 J jnl
Video2Skill: Adapting Events in Demonstration Videos to Skills in an Environment using Cyclic MDP Homomorphisms.
CoRR
Sumedh A. Sontakke, Sumegh Roychowdhury, Mausoom Sarkar, Nikaash Puri, Balaji Krishnamurthy, Laurent Itti
2020 J jnl
Exploring Effects of Random Walk Based Minibatch Selection Policy on Knowledge Graph Completion.
CoRR
Bishal Santra, Prakhar Sharma, Sumegh Roychowdhury, Pawan Goyal
2020 J jnl
Leveraging Post Hoc Context for Faster Learning in Bandit Settings with Applications in Robot-Assisted Feeding.
CoRR
Ethan K. Gordon, Sumegh Roychowdhury, Tapomayukh Bhattacharjee, Kevin Jamieson, Siddhartha S. Srinivasa
2020 J jnl
Unsupervised Hierarchical Concept Learning.
CoRR
Sumegh Roychowdhury, Sumedh A. Sontakke, Nikaash Puri, Mausoom Sarkar, Milan Aggarwal, Pinkesh Badjatiya, Balaji Krishnamurthy, Laurent Itti
2019 — conf
IIT-KGP at MEDIQA 2019: Recognizing Question Entailment using Sci-BERT stacked with a Gradient Boosting Classifier.
BioNLP@ACL
Prakhar Sharma, Sumegh Roychowdhury