Aggarwal, Somyaa
- From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries
2024/06/18 by Wadhwa, Hitesh, Seetharaman, Rahul, Aggarwal, Somyaa +6 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis
2024/10/01 by Reshmi Ghosh, Rahul Seetharaman, Ghosh, Reshmi +15 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Topic Modeling