Lovisa Hagström

A Reality Check on Context Utilisation for Retrieval-Augmented Generation Retrieval-augmented generation (RAG) helps address the limitations of the parametric knowledge embedded within a language model (LM). However, investigations of how LMs utilise retrieved information o...

📚 How good are language models at utilising contexts in RAG scenarios?
We release 🧙🏽‍♀️DRUID to facilitate studies of context usage in real-world scenarios.
arxiv.org/abs/2412.17031

w/ @saravera.bsky.social, H.Yu, @rnv.bsky.social, C.Lioma, M.Maistro, @apepa.bsky.social and @iaugenstein.bsky.social ⭐️