David Carmel

Predicting RAG Performance for Text Completion

2025

We address the challenge of predicting the performance of using retrieval augmented generation (RAG) in large language models (LLMs) for the task of text completion; specifically, we predict the perplexity gain attained by applying RAG. …

Generating Q&A Benchmarks for RAG Evaluation in Enterprise Settings

2025

Simone Filice, Guy Horowitz, David Carmel, Zohar Karnin, Liane Lewin-Eytan, Yoelle Maarek. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track). 2025.