3 papers
cs.LG2025
HySim-LLM: Embedding-Weighted Fine-Tuning Bounds and Manifold Denoising for Domain-Adapted LLMs
Majid Jaberi-Douraki, Hossein Sholehrasa, Xuan Xu +1
The extraction and standardization of pharmacokinetic (PK) information from scientific literature remain significant challenges in computational pharmacology, which limits the reli…
cs.LG2025
Predictive Modeling and Explainable AI for Veterinary Safety Profiles, Residue Assessment, and Health Outcomes Using Real-World Data and Physicochemical Properties
Hossein Sholehrasa, Xuan Xu, Doina Caragea +2
The safe use of pharmaceuticals in food-producing animals is vital to protect animal welfare and human food safety. Adverse events (AEs) may signal unexpected pharmacokinetic or to…
cs.CL2024
Knowledge in Triples for LLMs: Enhancing Table QA Accuracy with Semantic Extraction
Hossein Sholehrasa, Sanaz Saki Norouzi, Pascal Hitzler +1
Integrating structured knowledge from tabular formats poses significant challenges within natural language processing (NLP), mainly when dealing with complex, semi-structured table…