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Chanhwi Kim

2 accepted papers

2025

Aspect-Oriented Summarization for Psychiatric Short-Term Readmission Prediction

EMNLP 2025

Recent progress in large language models (LLMs) has enabled the automated processing of lengthy documents even without supervised training on a task-specific dataset. Yet, their zero-shot performance in complex tasks as opposed to straightforward information extraction tasks remains suboptimal. One

Cited by 0SourcePDFScholar
2025

Learning from Negative Samples in Biomedical Generative Entity Linking

ACL 2025finding

Generative models have become widely used in biomedical entity linking (BioEL) due to their excellent performance and efficient memory usage. However, these models are usually trained only with positive samples—entities that match the input mention’s identifier—and do not explicitly learn from hard…