10 citations · 16 across the 4 of their papers we have counts for
4 papers · 1 filter
Luna-2: Scalable Single-Token Evaluation with Small Language Models
Vatsal Goel, Rishon Dsouza, Nikhil Ega +4
Real-time guardrails require evaluation that is accurate, cheap, and fast - yet today's default, LLM-as-a-judge (LLMAJ), is slow, expensive, and operationally non-deterministic due…
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems
Robert Friel, Masha Belyi, Atindriyo Sanyal
Retrieval-Augmented Generation (RAG) has become a standard architectural pattern for incorporating domain-specific knowledge into user-facing chat applications powered by Large Lan…
Luna: An Evaluation Foundation Model to Catch Language Model Hallucinations with High Accuracy and Low Cost
Masha Belyi, Robert Friel, Shuai Shao +1
Retriever Augmented Generation (RAG) systems have become pivotal in enhancing the capabilities of language models by incorporating external knowledge retrieval mechanisms. However,…
Chainpoll: A high efficacy method for LLM hallucination detection
Robert Friel, Atindriyo Sanyal
Large language models (LLMs) have experienced notable advancements in generating coherent and contextually relevant responses. However, hallucinations - incorrect or unfounded clai…