1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.CL2025
Where did you get that? Towards Summarization Attribution for Analysts
Violet B, John M. Conroy, Sean Lynch +4
Analysts require attribution, as nothing can be reported without knowing the source of the information. In this paper, we will focus on automatic methods for attribution, linking e…
cs.CL2023★ 1 cited
Summarization from Leaderboards to Practice: Choosing A Representation Backbone and Ensuring Robustness
David Demeter, Oshin Agarwal, Simon Ben Igeri +4
Academic literature does not give much guidance on how to build the best possible customer-facing summarization system from existing research components. Here we present analyses t…
cs.LG2023
Two to Five Truths in Non-Negative Matrix Factorization
John M. Conroy, Neil P Molino, Brian Baughman +3
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. We present a scaling inspired by the…