Siun Kim

According to our database, Siun Kim authored at least 5 papers between 2022 and 2026.

Collaborative distances:

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

2026

DiZiNER: Disagreement-guided Instruction Refinement via Pilot Annotation Simulation for Zero-shot Named Entity Recognition.

Siun Kim, Hyung-Jin Yoon

CoRR, April, 2026

Beyond Fine-Tuning: Leveraging Domain-Aware In-Context learning with large language models for clinical named entity recognition.

Siun Kim, David Seung U. Lee, Yujin Kim, Hyung-Jin Yoon, Howard Lee

J. Biomed. Informatics, 2026

2024

CReSE: Benchmark Data and Automatic Evaluation Framework for Recommending Eligibility Criteria from Clinical Trial Information.

Siun Kim, Jung-Hyun Won, David Seung U. Lee, Renqian Luo, Lijun Wu, Tao Qin, Howard Lee

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

2023

Revisiting Machine-Learning based Drug Repurposing: Drug Indications Are Not a Right Prediction Target.

Siun Kim, Jung-Hyun Won, David Seung U. Lee, Renqian Luo, Lijun Wu, Yingce Xia, Tao Qin, Howard Lee

Proceedings of the Conference on Health, Inference, and Learning, 2023

2022

An annotated corpus from biomedical articles to construct a drug-food interaction database.

Siun Kim, Yoona Choi, Jung-Hyun Won, Jung Mi Oh, Howard Lee

J. Biomed. Informatics, 2022