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ORCIDSumegh Roychowdhury
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Conference and Workshop Papers
- 2024
[c8]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: 5390-5404- [c7]Sumegh Roychowdhury
, Karan Gupta, Siva Rajesh Kasa, Prasanna Srinivasa Murthy:
Tackling Concept Shift in Text Classification using Entailment-style Modeling. KDD 2024: 5647-5656 - 2023
- [c6]Sumegh Roychowdhury, Vikram Gupta:
Data-Efficient Methods For Improving Hate Speech Detection. EACL (Findings) 2023: 125-132 - 2022
- [c5]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: 1718-1734 - [c4]Souvic Chakraborty, Parag Dutta, Sumegh Roychowdhury, Animesh Mukherjee:
CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection. NAACL-HLT (Findings) 2022: 1874-1886 - [c3]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 - 2021
- [c2]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: 10528-10535 - 2019
- [c1]Prakhar Sharma, Sumegh Roychowdhury:
IIT-KGP at MEDIQA 2019: Recognizing Question Entailment using Sci-BERT stacked with a Gradient Boosting Classifier. BioNLP@ACL 2019: 471-477
Informal and Other Publications
- 2024
- [i9]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 abs/2405.11775 (2024) - 2023
- [i8]Sumegh Roychowdhury, Karan Gupta, Siva Rajesh Kasa, Prasanna Srinivasa Murthy, Alok Chandra:
Tackling Concept Shift in Text Classification using Entailment-style Modeling. CoRR abs/2311.03320 (2023) - [i7]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 abs/2312.16549 (2023) - 2022
- [i6]Parag Dutta, Souvic Chakraborty, Sumegh Roychowdhury, Animesh Mukherjee:
CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection. CoRR abs/2204.06389 (2022) - 2021
- [i5]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 abs/2109.03813 (2021) - [i4]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 abs/2112.05787 (2021) - 2020
- [i3]Bishal Santra, Prakhar Sharma, Sumegh Roychowdhury, Pawan Goyal:
Exploring Effects of Random Walk Based Minibatch Selection Policy on Knowledge Graph Completion. CoRR abs/2004.05553 (2020) - [i2]Sumegh Roychowdhury, Sumedh A. Sontakke, Nikaash Puri, Mausoom Sarkar, Milan Aggarwal, Pinkesh Badjatiya, Balaji Krishnamurthy, Laurent Itti:
Unsupervised Hierarchical Concept Learning. CoRR abs/2010.02556 (2020) - [i1]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 abs/2011.02604 (2020)
Coauthor Index
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