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Journal Articles
- 2021
[j1]Soumyadeep Roy
, Shamik Sural, Niyati Chhaya, Anandhavelu Natarajan, Niloy Ganguly:
An Integrated Approach for Improving Brand Consistency of Web Content: Modeling, Analysis, and Recommendation. ACM Trans. Web 15(2): 9:1-9:25 (2021)
Conference and Workshop Papers
- 2024
- [c8]Soumyadeep Roy, Shamik Sural, Niloy Ganguly:
Unlocking Efficiency: Adaptive Masking for Gene Transformer Models. ECAI 2024: 3195-3202 - [c7]Gunjan Balde, Soumyadeep Roy, Mainack Mondal, Niloy Ganguly:
MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization. IJCAI 2024: 6180-6188 - [c6]Soumyadeep Roy, Aparup Khatua, Fatemeh Ghoochani, Uwe Hadler, Wolfgang Nejdl, Niloy Ganguly:
Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions. SIGIR 2024: 1073-1082 - 2023
- [c5]Soumyadeep Roy, Jonas Wallat, Sowmya S. Sundaram, Wolfgang Nejdl, Niloy Ganguly:
GENEMASK: Fast Pretraining of Gene Sequences to Enable Few-Shot Learning. ECAI 2023: 2002-2009 - [c4]Soumyadeep Roy, Niloy Ganguly, Shamik Sural, Koustav Rudra:
Interpretable Clinical Trial Search using Pubmed Citation Network. ICDH 2023: 328-338 - 2021
- [c3]Soumyadeep Roy, Sudip Chakraborty, Aishik Mandal, Gunjan Balde, Prakhar Sharma, Anandhavelu Natarajan, Megha Khosla, Shamik Sural, Niloy Ganguly:
Knowledge-Aware Neural Networks for Medical Forum Question Classification. CIKM 2021: 3398-3402 - 2019
- [c2]Soumyadeep Roy, Koustav Rudra, Nikhil Agrawal, Shamik Sural, Niloy Ganguly:
Towards an Aspect-Based Ranking Model for Clinical Trial Search. CSoNet 2019: 209-222 - [c1]Soumyadeep Roy, Niloy Ganguly, Shamik Sural, Niyati Chhaya, Anandhavelu Natarajan:
Understanding Brand Consistency from Web Content. WebSci 2019: 245-253
Informal and Other Publications
- 2024
- [i7]Soumyadeep Roy, Aparup Khatua, Fatemeh Ghoochani, Uwe Hadler, Wolfgang Nejdl, Niloy Ganguly:
Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions. CoRR abs/2404.13307 (2024) - [i6]Gunjan Balde, Soumyadeep Roy, Mainack Mondal, Niloy Ganguly:
MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization. CoRR abs/2405.04163 (2024) - [i5]Soumyadeep Roy, Shamik Sural, Niloy Ganguly:
Unlocking Efficiency: Adaptive Masking for Gene Transformer Models. CoRR abs/2408.07180 (2024) - [i4]Gunjan Balde, Soumyadeep Roy, Mainack Mondal, Niloy Ganguly:
Adaptive BPE Tokenization for Enhanced Vocabulary Adaptation in Finetuning Pretrained Language Models. CoRR abs/2410.03258 (2024) - 2023
- [i3]Soumyadeep Roy, Jonas Wallat, Sowmya S. Sundaram, Wolfgang Nejdl, Niloy Ganguly:
GeneMask: Fast Pretraining of Gene Sequences to Enable Few-Shot Learning. CoRR abs/2307.15933 (2023) - 2021
- [i2]Soumyadeep Roy, Sudip Chakraborty, Aishik Mandal, Gunjan Balde, Prakhar Sharma, Anandhavelu Natarajan, Megha Khosla, Shamik Sural, Niloy Ganguly:
Knowledge-Aware Neural Networks for Medical Forum Question Classification. CoRR abs/2109.13141 (2021) - 2020
- [i1]Soumyadeep Roy, Shamik Sural, Niyati Chhaya, Anandhavelu Natarajan, Niloy Ganguly:
An Integrated Approach for Improving Brand Consistency of Web Content: Modeling, Analysis and Recommendation. CoRR abs/2011.09754 (2020)
Coauthor Index
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