Search Results for author: Marko Sterbentz

Found 4 papers, 1 papers with code

Satyrn: A Platform for Analytics Augmented Generation

1 code implementation17 Jun 2024 Marko Sterbentz, Cameron Barrie, Shubham Shahi, Abhratanu Dutta, Donna Hooshmand, Harper Pack, Kristian J. Hammond

Large language models (LLMs) are capable of producing documents, and retrieval augmented generation (RAG) has shown itself to be a powerful method for improving accuracy without sacrificing fluency.

RAG Retrieval

Summarization from Leaderboards to Practice: Choosing A Representation Backbone and Ensuring Robustness

no code implementations18 Jun 2023 David Demeter, Oshin Agarwal, Simon Ben Igeri, Marko Sterbentz, Neil Molino, John M. Conroy, Ani Nenkova

Academic literature does not give much guidance on how to build the best possible customer-facing summarization system from existing research components.

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