Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection

no code implementations • 21 Dec 2022 • Vinícius Camargo da Silva, João Paulo Papa, Kelton Augusto Pontara da Costa

Automatic Text Summarization (ATS) is becoming relevant with the growth of textual data; however, with the popularization of public large-scale datasets, some recent machine learning approaches have focused on dense models and architectures that, despite producing notable results, usually turn out in models difficult to interpret.

Additive models Binary Classification +3