3 papers
cs.CV2026
Diamonds in the Sky: Pareidolic Animals in Clouds
Miriam Horovicz, Yacov Hel-Or, Yael Moses
People often see animal shapes in clouds, a phenomenon known as pareidolia. We propose an AI-based method that aims to predict which animals people are likely to perceive in clouds…
cs.AI2025
AgentSHAP: Interpreting LLM Agent Tool Importance with Monte Carlo Shapley Value Estimation
Miriam Horovicz
LLM agents that use external tools can solve complex tasks, but understanding which tools actually contributed to a response remains a blind spot. No existing XAI methods address t…
cs.CL2024
TokenSHAP: Interpreting Large Language Models with Monte Carlo Shapley Value Estimation
Roni Goldshmidt, Miriam Horovicz
As large language models (LLMs) become increasingly prevalent in critical applications, the need for interpretable AI has grown. We introduce TokenSHAP, a novel method for interpre…