2026-04-14T04:10:38Zhttps://recercat.cat/oai/request

oai:recercat.cat:2117/3412692025-07-17T14:35:38Zcom_2072_1033col_2072_452950

urn:hdl:2117/341269 Findings of the first shared task on lifelong learning machine translation Barrault, Loïc Biesialska, Magdalena Marta Ruiz Costa-Jussà, Marta Bougares, Fethi Galibert, Olivier Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal::Processament de la parla i del senyal acústic Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial::Llenguatge natural Machine translating Natural language processing (Computer science) English-French translation English-German translation Traducció automàtica Tractament del llenguatge natural (Informàtica) A lifelong learning system can adapt to new data without forgetting previously acquired knowledge. In this paper, we introduce the first benchmark for lifelong learning machine translation. For this purpose, we provide training, lifelong and test data sets for two language pairs: English-German and English-French. Additionally, we report the results of our baseline systems, which we make available to the public. The goal of this shared task is to encourage research on the emerging topic of lifelong learning machine translation. This work is is supported in part by the Spanish Ministerio de Ciencia e Innovacion, through the postdoctoral senior grant Ramon y Cajal and by the Agencia Estatal de Investigacion through the projects EUR2019-103819, PCIN-2017-079 and PID2019-107579RB-I00 / AEI / 10.13039/501100011033. Peer Reviewed Postprint (published version) 2020 Conference lecture https://www.aclweb.org/anthology/2020.wmt-1.2/ info:eu-repo/grantAgreement/AEI/2PE/EUR2019-103819 info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación (PEICTI) 2013-2016/PCIN-2017-079/ES/AUTONOMOUS LIFELONG LEARNING INTELLIGENT SYSTEMS/ info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2019-107579RB-I00/ES/ARQUITECTURAS AVANZADAS DE APRENDIZAJE PROFUNDO APLICADAS AL PROCESADO DE VOZ, AUDIO Y LENGUAJE/ https://creativecommons.org/licenses/by/4.0/ Open Access Attribution 4.0 International Association for Computational Linguistics