Prompt Collections
Reusable prompt templates developed by our lab for biomedical NLP tasks.
Few-shot biomedical named entity recognition using retrieval-augmented generation with dynamic prompting.
Automating inductive thematic analyses of health-related social media content using LLMs.
Hierarchically-informed data generation for biomedical NER using knowledge bases and LLMs.
Benchmarking open-source LLMs on healthcare text classification tasks including adverse drug events and health mentions.
Knowledge-enhanced few-shot in-context learning for detecting and correcting errors in clinical text.
Extracting blood pressure values and demographic breakdowns from scientific literature using LLMs.
Leveraging LLMs for ADHD detection from naturalistic movie viewing narrative transcripts.
Automated thematic analysis of xylazine wound management discussions from social media.
Evaluating LLMs as zero-shot classifiers for health-related text classification on social media.