1 citations · 1 across the 4 of their papers we have counts for
4 papers
Holistic Evaluation and Failure Diagnosis of AI Agents
Netta Madvil, Gilad Dym, Alon Mecilati +12
AI agents execute complex multi-step processes, but current evaluation falls short: outcome metrics report success or failure without explaining why, and process-level approaches s…
Deepchecks: Evaluating Retrieval-Augmented Generation (RAG)
Assaf Gerner, Netta Madvil, Nadav Barak +11
Large Language Models (LLMs) augmented with Retrieval-Augmented Generation (RAG) techniques are revolutionizing applications across multiple domains, such as healthcare, finance, a…
ORION Grounded in Context: Retrieval-Based Method for Hallucination Detection
Assaf Gerner, Netta Madvil, Nadav Barak +10
Despite advancements in grounded content generation, production Large Language Models (LLMs) based applications still suffer from hallucinated answers. We present "Grounded in Cont…
Read, Look or Listen? What's Needed for Solving a Multimodal Dataset
Netta Madvil, Yonatan Bitton, Roy Schwartz
The prevalence of large-scale multimodal datasets presents unique challenges in assessing dataset quality. We propose a two-step method to analyze multimodal datasets, which levera…