3 papers
cs.AI2026
Optimizing Agentic Workflows using Meta-tools
Sami Abuzakuk, Anne-Marie Kermarrec, Rishi Sharma +2
Agentic AI enables LLM to dynamically reason, plan, and interact with tools to solve complex tasks. However, agentic workflows often require many iterative reasoning steps and tool…
cs.AI2025
Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric Assessments
Marharyta Domnich, Julius Välja, Rasmus Moorits Veski +4
As machine learning models evolve, maintaining transparency demands more human-centric explainable AI techniques. Counterfactual explanations, with roots in human reasoning, identi…
cs.HC2025
Predicting Satisfaction of Counterfactual Explanations from Human Ratings of Explanatory Qualities
Marharyta Domnich, Rasmus Moorits Veski, Julius Välja +2
Counterfactual explanations are a widely used approach in Explainable AI, offering actionable insights into decision-making by illustrating how small changes to input data can lead…