2 papers
q-bio.QM2024
Natural Language Processing Methods for the Study of Protein-Ligand Interactions
James Michels, Ramya Bandarupalli, Amin Ahangar Akbari +4
Recent advances in Natural Language Processing (NLP) have ignited interest in developing effective methods for predicting protein-ligand interactions (PLIs) given their relevance t…
cs.CL2024
NoMatterXAI: Generating "No Matter What" Alterfactual Examples for Explaining Black-Box Text Classification Models
Tuc Nguyen, James Michels, Hua Shen +1
In Explainable AI (XAI), counterfactual explanations (CEs) are a well-studied method to communicate feature relevance through contrastive reasoning of "what if" to explain AI model…