Soumyadeep Roy

According to our database, Soumyadeep Roy authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions.

Soumyadeep Roy, Aparup Khatua, Fatemeh Ghoochani, Uwe Hadler, Wolfgang Nejdl, Niloy Ganguly

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization.

Gunjan Balde, Soumyadeep Roy, Mainack Mondal, Niloy Ganguly

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Adaptive BPE Tokenization for Enhanced Vocabulary Adaptation in Finetuning Pretrained Language Models.

Gunjan Balde, Soumyadeep Roy, Mainack Mondal, Niloy Ganguly

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Unlocking Efficiency: Adaptive Masking for Gene Transformer Models.

Soumyadeep Roy, Shamik Sural, Niloy Ganguly

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Interpretable Clinical Trial Search using Pubmed Citation Network.

Soumyadeep Roy, Niloy Ganguly, Shamik Sural, Koustav Rudra

Proceedings of the IEEE International Conference on Digital Health, 2023

GENEMASK: Fast Pretraining of Gene Sequences to Enable Few-Shot Learning.

Soumyadeep Roy, Jonas Wallat, Sowmya S. Sundaram, Wolfgang Nejdl, Niloy Ganguly

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2021

An Integrated Approach for Improving Brand Consistency of Web Content: Modeling, Analysis, and Recommendation.

Soumyadeep Roy, Shamik Sural, Niyati Chhaya, Anandhavelu Natarajan, Niloy Ganguly

ACM Trans. Web, 2021

Knowledge-Aware Neural Networks for Medical Forum Question Classification.

Soumyadeep Roy, Sudip Chakraborty, Aishik Mandal, Gunjan Balde, Prakhar Sharma, Anandhavelu Natarajan, Megha Khosla, Shamik Sural, Niloy Ganguly

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2019

Understanding Brand Consistency from Web Content.

Soumyadeep Roy, Niloy Ganguly, Shamik Sural, Niyati Chhaya, Anandhavelu Natarajan

Proceedings of the 11th ACM Conference on Web Science, 2019

Towards an Aspect-Based Ranking Model for Clinical Trial Search.

Soumyadeep Roy, Koustav Rudra, Nikhil Agrawal, Shamik Sural, Niloy Ganguly

Proceedings of the Computational Data and Social Networks - 8th International Conference, 2019