Louis Martin

Louis is a Resident Ph.D. student at Facebook AI Research. He earned a Master's degree in Machine Learning and Mathematics with the MVA at École Normale Supérieure de Cachan, and a BSc and a Master's in Applied Mathematics from École Centrale Paris. His research interests include text simplification, text generation, and large-scale natural language processing.

Louis's Publications

May 03, 2020

RESEARCH

NLP

Reference-less Quality Estimation of Text Simplification Systems

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 such as BLEU. However, such metrics require high quality reference…

Louis Martin, Samuel Humeau, Pierre-Emmanuel Mazaré, Antoine Bordes, Éric de La Clergerie, Benoit Steiner

May 03, 2020

May 03, 2020

RESEARCH

NLP

EASSE: Easier Automatic Sentence Simplification Evaluation

We introduce EASSE, a Python package aiming to facilitate and standardize automatic evaluation and comparison of Sentence Simplification (SS) systems. EASSE provides a single access point to a broad range of evaluation resources: standard…

Fernando Alva-Manchego, Louis Martin, Carolina Scarton, Lucia Specia

May 03, 2020