no code implementations • 18 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.
no code implementations • 6 May 2023 • John M. Conroy, Neil P Molino, Brian Baughman, Rod Gomez, Ryan Kaliszewski, Nicholas A. Lines
In this paper, we explore the role of matrix scaling on a matrix of counts when building a topic model using non-negative matrix factorization.
no code implementations • RANLP 2019 • Marina Litvak, John M. Conroy, Peter A. Rankel
The task measures the performance of multilingual headline generation systems using the Wikipedia and Wikinews articles in multiple languages.
no code implementations • 23 Aug 2018 • Carey E. Priebe, Youngser Park, Joshua T. Vogelstein, John M. Conroy, Vince Lyzinski, Minh Tang, Avanti Athreya, Joshua Cape, Eric Bridgeford
Clustering is concerned with coherently grouping observations without any explicit concept of true groupings.