2 papers
cs.CL2026
Benchmarking the Benchmarks: Evaluating Benchmarks for Conversational Agents
Noam Koren, Roy Bar-Haim, Abigail Goldsteen
Task-oriented conversational agents are evaluated using curated or automatically generated benchmarks, yet benchmark quality is rarely assessed. Poor benchmarks may contain inconsi…
cs.CR2025
Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation
Maya Anderson, Guy Amit, Abigail Goldsteen
Retrieval Augmented Generation (RAG) systems have shown great promise in natural language processing. However, their reliance on data stored in a retrieval database, which may cont…