3 citations
4 papers
Improving Term Evaluation in Machine Translation: Variation Matters
Nicolas Dahan, Ziqian Peng, François Yvon +1
Terminology evaluation in machine translation (MT) usually assumes a single correct target form per source term. However, human translators routinely introduce variation that curre…
Diachronic Document Dataset for Semantic Layout Analysis
Thibault Clérice, Juliette Janes, Hugo Scheithauer +5
We present a novel, open-access dataset designed for semantic layout analysis, built to support document recreation workflows through mapping with the Text Encoding Initiative (TEI…
Establishing a New State-of-the-Art for French Named Entity Recognition
Pedro Javier Ortiz Suárez, Yoann Dupont, Benjamin Muller +2
The French TreeBank developed at the University Paris 7 is the main source of morphosyntactic and syntactic annotations for French. However, it does not include explicit informatio…
Reference-less Quality Estimation of Text Simplification Systems
Louis Martin, Samuel Humeau, Pierre-Emmanuel Mazaré +3
The evaluation of text simplification (TS) systems remains an open challenge. As the task has common points with machine translation (MT), TS is often evaluated using MT metrics su…