Sumegh Roychowdhury

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Text Classification

Top Venues

NAACL-HLT (Findings)

Publications

Sumegh Roychowdhury, Karan Gupta, Siva Rajesh Kasa, Prasanna Srinivasa Murthy
Tackling Concept Shift in Text Classification using Entailment-style Modeling. KDD (2024)
Siva Rajesh Kasa, Aniket Goel, Karan Gupta, Sumegh Roychowdhury, Anish Bhanushali, Nikhil Pattisapu, Prasanna Srinivasa Murthy
Exploring Ordinality in Text Classification: A Comparative Study of Explicit and Implicit Techniques. CoRR (2024)
Siva Rajesh Kasa, Aniket Goel, Karan Gupta, Sumegh Roychowdhury, Pattisapu Priyatam, Anish Bhanushali, Prasanna Srinivasa Murthy
Exploring Ordinality in Text Classification: A Comparative Study of Explicit and Implicit Techniques. ACL (Findings) (2024)
Sumegh Roychowdhury, Vikram Gupta
Data-Efficient Methods For Improving Hate Speech Detection. EACL (Findings) (2023)
Karan Gupta, Sumegh Roychowdhury, Siva Rajesh Kasa, Santhosh Kumar Kasa, Anish Bhanushali, Nikhil Pattisapu, Prasanna Srinivasa Murthy
How Robust are LLMs to In-Context Majority Label Bias? CoRR (2023)
Sumegh Roychowdhury, Karan Gupta, Siva Rajesh Kasa, Prasanna Srinivasa Murthy, Alok Chandra
Tackling Concept Shift in Text Classification using Entailment-style Modeling. CoRR (2023)
Souvic Chakraborty, Parag Dutta, Sumegh Roychowdhury, Animesh Mukherjee
CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection. NAACL-HLT (Findings) (2022)
Parag Dutta, Souvic Chakraborty, Sumegh Roychowdhury, Animesh Mukherjee
CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection. CoRR (2022)
Bishal Santra, Sumegh Roychowdhury, Aishik Mandal, Vasu Gurram, Atharva Naik, Manish Gupta, Pawan Goyal
Representation Learning for Conversational Data using Discourse Mutual Information Maximization. NAACL-HLT (2022)
Vikram Gupta, Sumegh Roychowdhury, Mithun Das, Somnath Banerjee, Punyajoy Saha, Binny Mathew, Hastagiri Prakash Vanchinathan, Animesh Mukherjee
Multilingual Abusive Comment Detection at Scale for Indic Languages. NeurIPS (2022)
Sumedh A. Sontakke, Sumegh Roychowdhury, Mausoom Sarkar, Nikaash Puri, Balaji Krishnamurthy, Laurent Itti
Video2Skill: Adapting Events in Demonstration Videos to Skills in an Environment using Cyclic MDP Homomorphisms. CoRR (2021)
Ethan K. Gordon, Sumegh Roychowdhury, Tapomayukh Bhattacharjee, Kevin Jamieson, Siddhartha S. Srinivasa
Leveraging Post Hoc Context for Faster Learning in Bandit Settings with Applications in Robot-Assisted Feeding. ICRA (2021)
Bishal Santra, Sumegh Roychowdhury, Aishik Mandal, Vasu Gurram, Atharva Naik, Manish Gupta, Pawan Goyal
Representation Learning for Conversational Data using Discourse Mutual Information Maximization. CoRR (2021)
Bishal Santra, Prakhar Sharma, Sumegh Roychowdhury, Pawan Goyal
Exploring Effects of Random Walk Based Minibatch Selection Policy on Knowledge Graph Completion. CoRR (2020)
Ethan K. Gordon, Sumegh Roychowdhury, Tapomayukh Bhattacharjee, Kevin Jamieson, Siddhartha S. Srinivasa
Leveraging Post Hoc Context for Faster Learning in Bandit Settings with Applications in Robot-Assisted Feeding. CoRR (2020)
Sumegh Roychowdhury, Sumedh A. Sontakke, Nikaash Puri, Mausoom Sarkar, Milan Aggarwal, Pinkesh Badjatiya, Balaji Krishnamurthy, Laurent Itti
Unsupervised Hierarchical Concept Learning. CoRR (2020)
Prakhar Sharma, Sumegh Roychowdhury
IIT-KGP at MEDIQA 2019: Recognizing Question Entailment using Sci-BERT stacked with a Gradient Boosting Classifier. BioNLP@ACL (2019)