2 code implementations • EMNLP 2021 • Clément Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, Jacopo Staiano, Geoffrey Scoutheeten, Patrick Gallinari
QuestEval is a reference-less metric used in text-to-text tasks, that compares the generated summaries directly to the source text, by automatically asking and answering questions.
1 code implementation • 4 Feb 2021 • Clément Rebuffel, Marco Roberti, Laure Soulier, Geoffrey Scoutheeten, Rossella Cancelliere, Patrick Gallinari
Specifically, we propose a Multi-Branch Decoder which is able to leverage word-level labels to learn the relevant parts of each training instance.
Ranked #3 on
Table-to-Text Generation
on WikiBio
1 code implementation • INLG (ACL) 2020 • Clément Rebuffel, Laure Soulier, Geoffrey Scoutheeten, Patrick Gallinari
Evaluations on the widely used WikiBIO and WebNLG benchmarks demonstrate the effectiveness of this framework compared to state-of-the-art models.
1 code implementation • 20 Dec 2019 • Clément Rebuffel, Laure Soulier, Geoffrey Scoutheeten, Patrick Gallinari
This however loses most of the structure contained in the data.