4 papers
Large Language Models for Drug Overdose Prediction from Longitudinal Medical Records
Md Sultan Al Nahian, Chris Delcher, Daniel Harris +2
The ability to predict drug overdose risk from a patient's medical records is crucial for timely intervention and prevention. Traditional machine learning models have shown promise…
Do LLMs Surpass Encoders for Biomedical NER?
Motasem S Obeidat, Md Sultan Al Nahian, Ramakanth Kavuluru
Recognizing spans of biomedical concepts and their types (e.g., drug or gene) in free text, often called biomedical named entity recognition (NER), is a basic component of informat…
The Goofus & Gallant Story Corpus for Practical Value Alignment
Md Sultan Al Nahian, Tasmia Tasrin, Spencer Frazier +2
Values or principles are key elements of human society that influence people to behave and function according to an accepted standard set of social rules to maintain social order.…
Clinical Reading Comprehension with Encoder-Decoder Models Enhanced by Direct Preference Optimization
Md Sultan Al Nahian, Ramakanth Kavuluru
Extractive question answering over clinical text is a crucial need to help deal with the deluge of clinical text generated in hospitals. While encoder models (e.g., BERT) have been…