2 papers
cs.LG2026
Local Additive Feature Attribution: A Mathematical Taxonomy and Reporting Checklist
Rebecca Afriyie Sarpong, Daniel Commey
Feature-attribution methods are central to explainable artificial intelligence. Their assumptions are expressed in several mathematical languages: cooperative-game values, path int…
cs.CL2026
When Generic Prompt Improvements Hurt: Evaluation-Driven Iteration for LLM Applications
Daniel Commey
Evaluating Large Language Model (LLM) applications differs from conventional software testing because outputs are probabilistic, semantically variable, and sensitive to prompt and…