Shouvon Sarker

According to our database, Shouvon Sarker authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

Ensemble BERT for Medication Event Classification on Electronic Health Records (EHRs).

Shouvon Sarker, Xishuang Dong, Lijun Qian

CoRR, June, 2025

Integrating Non-Parametric Attention and Prompt Refinement to Enhance LLM-Based Text-to-SQL Without External Knowledge.

Shouvon Sarker, Lijun Qian, Xishuang Dong

Proceedings of the IEEE International Conference on Data Mining, 2025

Enhancing LLM Fine-Tuning for Text-to-SQLs by SQL Quality Measurement.

Shouvon Sarker, Xishuang Dong, Xiangfang Li, Lijun Qian

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

Enhancing Deep Knowledge Tracing via Diffusion Models for Personalized Adaptive Learning.

Ming Kuo, Shouvon Sarker, Lijun Qian, Yujian Fu, Xiangfang Li, Xishuang Dong

CoRR, 2024

2023

Medical Data Augmentation via ChatGPT: A Case Study on Medication Identification and Medication Event Classification.

Shouvon Sarker, Lijun Qian, Xishuang Dong

CoRR, 2023

2022

Integrating Human-in-the-loop into Swarm Learning for Decentralized Fake News Detection.

Xishuang Dong, Shouvon Sarker, Lijun Qian

Proceedings of the 3rd International Conference on Intelligent Data Science Technologies and Applications, 2022