10 citations · 10 across the 6 of their papers we have counts for
7 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.…
Influencing Reinforcement Learning through Natural Language Guidance
Tasmia Tasrin, Md Sultan Al Nahian, Habarakadage Perera +1
Interactive reinforcement learning agents use human feedback or instruction to help them learn in complex environments. Often, this feedback comes in the form of a discrete signal…
Visual Question Answering Using Semantic Information from Image Descriptions
Tasmia Tasrin, Md Sultan Al Nahian, Brent Harrison
In this work, we propose a deep neural architecture that uses an attention mechanism which utilizes region based image features, the natural language question asked, and semantic k…
Learning Norms from Stories: A Prior for Value Aligned Agents
Spencer Frazier, Md Sultan Al Nahian, Mark Riedl +1
Value alignment is a property of an intelligent agent indicating that it can only pursue goals and activities that are beneficial to humans. Traditional approaches to value alignme…
A Hierarchical Approach for Visual Storytelling Using Image Description
Md Sultan Al Nahian, Tasmia Tasrin, Sagar Gandhi +2
One of the primary challenges of visual storytelling is developing techniques that can maintain the context of the story over long event sequences to generate human-like stories. I…