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Aggarwal, Somyaa

  1. 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
  2. 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