conftrace_

clinical text extraction

5 papers

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Co-occurring keywords

clinical text (191) large language model (13587) social determinants of health (5) named entity recognition (2813) prompt engineering (1135) information extraction (1090) health information extraction (4) medical nlp (56) parameter-efficient fine-tuning (736) low-rank adaptation (560)

Papers

Fine-tuning LLMs to Extract Epilepsy Seizure Frequency Data from Health Records ACL 2025
FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method EMNLP 2025
Spurious Correlations and Beyond: Understanding and Mitigating Shortcut Learning in SDOH Extraction with Large Language Models ACL 2025
Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning ACL 2023
Unified Extraction of Health Condition Descriptions NAACL 2012