Soumyadeep Roy

25 papers A* 2A 6Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Sample Efficient Active Algorithms for Offline Reinforcement Learning.
CoRR
Soumyadeep Roy, Shashwat Kushwaha, Ambedkar Dukkipati
2025 A conf
"Where does it hurt?" - Dataset and Study on Physician Intent Trajectories in Doctor Patient Dialogues.
ECAI
Tom Röhr, Soumyadeep Roy, Fares Al Mohamad, Jens-Michalis Papaioannou, Wolfgang Nejdl, Felix A. Gers, Alexander Löser
2025 J jnl
"Where does it hurt?" - Dataset and Study on Physician Intent Trajectories in Doctor Patient Dialogues.
CoRR
Tom Roehr, Soumyadeep Roy, Fares Al Mohamad, Jens-Michalis Papaioannou, Wolfgang Nejdl, Felix A. Gers, Alexander Löser
2025 A conf
A Systematic Evaluation of Single-Cell Foundation Models on Cell-Type Classification Task.
WSDM
Nicolas Steiner, Ziteng Li, Omid Vosoughi, Johanna Schrader, Soumyadeep Roy, Wolfgang Nejdl, Ming Tang
2025 A conf
Building Trustworthy AI Models for Medicine: From Theory to Applications.
WSDM
Soumyadeep Roy, Sowmya S. Sundaram, Dominik Wolff, Niloy Ganguly
2025 J jnl
Decision tree-based approach to robust Parkinson's disease subtyping using clinical data of the Michael J. Fox Foundation LRRK2 cross-sectional study.
Frontiers Artif. Intell.
Soumyadeep Roy, Stefanie Krähe, Michael Marschollek, Helge Frieling, Niloy Ganguly, Dominik Wolff
2025 — conf
Evaluation of LLMs in Medical Text Summarization: The Role of Vocabulary Adaptation in High OOV Settings.
ACL (Findings)
Gunjan Balde, Soumyadeep Roy, Mainack Mondal, Niloy Ganguly
2025 J jnl
Evaluation of LLMs in Medical Text Summarization: The Role of Vocabulary Adaptation in High OOV Settings.
CoRR
Gunjan Balde, Soumyadeep Roy, Mainack Mondal, Niloy Ganguly
2024 — conf
Adaptive BPE Tokenization for Enhanced Vocabulary Adaptation in Finetuning Pretrained Language Models.
EMNLP (Findings)
Gunjan Balde, Soumyadeep Roy, Mainack Mondal, Niloy Ganguly
2024 J jnl
Adaptive BPE Tokenization for Enhanced Vocabulary Adaptation in Finetuning Pretrained Language Models.
CoRR
Gunjan Balde, Soumyadeep Roy, Mainack Mondal, Niloy Ganguly
2024 A* conf
Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions.
SIGIR
Soumyadeep Roy, Aparup Khatua, Fatemeh Ghoochani, Uwe Hadler, Wolfgang Nejdl, Niloy Ganguly
2024 J jnl
Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions.
CoRR
Soumyadeep Roy, Aparup Khatua, Fatemeh Ghoochani, Uwe Hadler, Wolfgang Nejdl, Niloy Ganguly
2024 A* conf
MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization.
IJCAI
Gunjan Balde, Soumyadeep Roy, Mainack Mondal, Niloy Ganguly
2024 J jnl
MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization.
CoRR
Gunjan Balde, Soumyadeep Roy, Mainack Mondal, Niloy Ganguly
2024 A conf
Unlocking Efficiency: Adaptive Masking for Gene Transformer Models.
ECAI
Soumyadeep Roy, Shamik Sural, Niloy Ganguly
2024 J jnl
Unlocking Efficiency: Adaptive Masking for Gene Transformer Models.
CoRR
Soumyadeep Roy, Shamik Sural, Niloy Ganguly
2023 A conf
GENEMASK: Fast Pretraining of Gene Sequences to Enable Few-Shot Learning.
ECAI
Soumyadeep Roy, Jonas Wallat, Sowmya S. Sundaram, Wolfgang Nejdl, Niloy Ganguly
2023 J jnl
GeneMask: Fast Pretraining of Gene Sequences to Enable Few-Shot Learning.
CoRR
Soumyadeep Roy, Jonas Wallat, Sowmya S. Sundaram, Wolfgang Nejdl, Niloy Ganguly
2023 — conf
Interpretable Clinical Trial Search using Pubmed Citation Network.
ICDH
Soumyadeep Roy, Niloy Ganguly, Shamik Sural, Koustav Rudra
2021 J jnl
An Integrated Approach for Improving Brand Consistency of Web Content: Modeling, Analysis, and Recommendation.
ACM Trans. Web
Soumyadeep Roy, Shamik Sural, Niyati Chhaya, Anandhavelu Natarajan, Niloy Ganguly
2021 A conf
Knowledge-Aware Neural Networks for Medical Forum Question Classification.
CIKM
Soumyadeep Roy, Sudip Chakraborty, Aishik Mandal, Gunjan Balde, Prakhar Sharma, Anandhavelu Natarajan, Megha Khosla, Shamik Sural, Niloy Ganguly
2021 J jnl
Knowledge-Aware Neural Networks for Medical Forum Question Classification.
CoRR
Soumyadeep Roy, Sudip Chakraborty, Aishik Mandal, Gunjan Balde, Prakhar Sharma, Anandhavelu Natarajan, Megha Khosla, Shamik Sural, Niloy Ganguly
2020 J jnl
An Integrated Approach for Improving Brand Consistency of Web Content: Modeling, Analysis and Recommendation.
CoRR
Soumyadeep Roy, Shamik Sural, Niyati Chhaya, Anandhavelu Natarajan, Niloy Ganguly
2019 — conf
Towards an Aspect-Based Ranking Model for Clinical Trial Search.
CSoNet
Soumyadeep Roy, Koustav Rudra, Nikhil Agrawal, Shamik Sural, Niloy Ganguly
2019 — conf
Understanding Brand Consistency from Web Content.
WebSci
Soumyadeep Roy, Niloy Ganguly, Shamik Sural, Niyati Chhaya, Anandhavelu Natarajan