@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix dc: <http://purl.org/dc/terms/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .

<http://data.loterre.fr/ark:/67375/8LP-C71CCN8S-H>
  skos:hiddenLabel "Tâche de compréhension des langues"@fr, "NLU Task"@en ;
  skos:example "In this paper we experimented with consistency training in a major NLU task: Domain Classification (DC). (Leung & Tan, 2022)"@en, "We present the first study of catastrophic forgetting in a massively multilingual setting involving up to 51 languages on named entity recognition and natural language understanding tasks. (Winata, Xie, Radhakrishnan, Wu, Jin, Cheng, Kulkarni & Preotiuc-Pietro, 2023)"@en, "Finally the experimental results show that even though we utilize much less external resources our model achieves better adaptation performance for natural language understanding task (i.e. the intent detection and slot filling) compared to the current state-of-the-art model in the zero-shot scenario. (Liu, Shin, Xu, Winata, Xu, Madotto & Fung, 2019)"@en, "Most recent benchmarks propose a representative set of standard NLU tasks for evaluation. (Elmadany, Nagoudi & Abdul-Mageed, 2023)"@en, "Les technologies d'apprentissage automatique ont connu une forte accélération et ont montré de nettes améliorations sur différentes tâches de compréhension des langues naturelles. (Verdy, Prieur, Gadek & Lopez, 2023)"@fr, "We also see improvements of downstream NLU tasks by applying paraphrases to data augmentation. (Yu, Arkoudas & Hamza, 2020)"@en ;
  skos:prefLabel "tâche de compréhension des langues"@fr, "NLU task"@en ;
  a skos:Concept ;
  skos:broader <http://data.loterre.fr/ark:/67375/8LP-GHLHWD4D-9> ;
  skos:inScheme <http://data.loterre.fr/ark:/67375/8LP> ;
  skos:altLabel "natural language understanding task"@en ;
  dc:modified "2024-06-12T09:51:44"^^xsd:dateTime .

<http://data.loterre.fr/ark:/67375/8LP-GHLHWD4D-9>
  skos:prefLabel "lecture automatique"@fr, "automatic reading"@en ;
  a skos:Concept ;
  skos:narrower <http://data.loterre.fr/ark:/67375/8LP-C71CCN8S-H> .

<http://data.loterre.fr/ark:/67375/8LP> a owl:Ontology, skos:ConceptScheme .