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Soumyadeep Roy
Observed name:
Roy, Soumyadeep
Institution:
Stanford University
Observed institutions:
Leibniz University Hannover,
Indian Institute of Technology Kharagpur,
L3S Research Center,
Stanford University
ORCID:
0000-0001-7269-2163
Observed ORCID:
0000-0001-7269-2163
OpenAlex ID:
A5010730449
Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions
2024
·
Soumyadeep Roy
, Aparup Khatua
, et al.
·
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
·
17
An Integrated Approach for Improving Brand Consistency of Web Content
2021
·
Soumyadeep Roy
, Shamik Sural
, et al.
·
ACM Transactions on the Web
·
8
PDF
Adaptive BPE Tokenization for Enhanced Vocabulary Adaptation in Finetuning Pretrained Language Models
2024
·
Gunjan Balde
, Soumyadeep Roy
, et al.
·
6
PDF
A Systematic Evaluation of Single-Cell Foundation Models on Cell-Type Classification Task
2025
·
Nicolas Steiner
, Ziteng Li
, et al.
·
5
Evaluation of LLMs in Medical Text Summarization: The Role of Vocabulary Adaptation in High OOV Settings
2025
·
Gunjan Balde
, Soumyadeep Roy
, et al.
·
5
PDF
Understanding Brand Consistency from Web Content
2019
·
Soumyadeep Roy
, Niloy Ganguly
, et al.
·
ACM Conference on Web Science (WebSci)
·
5
GENEMASK: Fast Pretraining of Gene Sequences to Enable Few-Shot Learning
2023
·
Soumyadeep Roy
, Jonas Wallat
, et al.
·
Frontiers in artificial intelligence and applications
·
4
PDF
MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization
2024
·
Gunjan Balde
, Soumyadeep Roy
, et al.
·
3
PDF
Towards an Aspect-Based Ranking Model for Clinical Trial Search
2019
·
Soumyadeep Roy
, Koustav Rudra
, et al.
·
Lecture notes in computer science
·
3
Interpretable Clinical Trial Search using Pubmed Citation Network
2023
·
Soumyadeep Roy
, Niloy Ganguly
, et al.
·
IEEE International Conference on Digital Health (ICDH)
·
2
Learning Faster with Better Tokens: Parameter-Efficient Vocabulary Adaptation for Specialized Text Summarization
2026
·
Balde, Gunjan
, Roy, Soumyadeep
, et al.
·
arXiv (Cornell University)
Learning Faster with Better Tokens: Parameter-Efficient Vocabulary Adaptation for Specialized Text Summarization
2026
·
Balde, Gunjan
, Roy, Soumyadeep
, et al.
·
arXiv (Cornell University)
PDF
LongTailQA: Benchmarking LLMs and RAG Models on Disambiguated Long-Tail Entities
2026
·
William Xion
, Uwe Hadler
, et al.
·
Language Resources and Evaluation Conference (LREC)
Learning Faster with Better Tokens: Parameter-Efficient Vocabulary Adaptation for Specialized Text Summarization
2026
·
Gunjan Balde
, Soumyadeep Roy
, et al.
·
Annual Meeting of the Association for Computational Linguistics (ACL)
PDF
Decision tree-based approach to robust Parkinson's disease subtyping using clinical data of the Michael J. Fox Foundation LRRK2 cross-sectional study
2025
·
Soumyadeep Roy
, Stefanie Krähe
, et al.
·
Frontiers in Artificial Intelligence
PDF
“Where does it hurt?” – Dataset and Study on Physician Intent Trajectories in Doctor Patient Dialogues
2025
·
Tom Röhr
, Soumyadeep Roy
, et al.
·
Frontiers in artificial intelligence and applications
Building Trustworthy AI Models for Medicine: From Theory to Applications
2025
·
Soumyadeep Roy
, Sowmya S. Sundaram
, et al.
PDF
Unlocking Efficiency: Adaptive Masking for Gene Transformer Models
2024
·
Soumyadeep Roy
, Shamik Sural
, et al.
·
Frontiers in artificial intelligence and applications
GENEMASK: Fast Pretraining of Gene Sequences to Enable Few-Shot Learning
2023
·
Roy, Soumyadeep
, Wallat, Jonas
, et al.
·
arXiv (Cornell University)
PDF
Understanding Email Interactivity and Predicting User Response to Email
2018
·
Soumyadeep Roy
, Nibir Pal
, et al.
·
Springer eBooks
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Works count:
20
Citation count:
58
H-index:
5
I10-index:
1
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