@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 ltk: <http://data.loterre.fr/ark:/67375/LTK> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .

<http://data.loterre.fr/ark:/67375/8LP-K5T7M1ZS-V>
  skos:prefLabel "logiciel de TAL"@fr, "NLP software"@en ;
  a skos:Concept ;
  skos:narrower <http://data.loterre.fr/ark:/67375/8LP-TQ8DL36S-3> .

<http://data.loterre.fr/ark:/67375/8LP-TQ8DL36S-3>
  a skos:Concept ;
  dc:modified "2024-05-03T09:15:55"^^xsd:dateTime ;
  skos:definition "Outil rapide et peu gourmand en mémoire pour la vectorisation de textes, la modélisation de topiques (LDA, LSA), les plongements lexicaux (GloVe), les similarités. (Loterre)"@fr, "A fast and memory-friendly tool for text vectorization, topic modeling (LDA, LSA), word embeddings (GloVe), similarities. This package provides a source-agnostic streaming API, which allows researchers to perform analysis of collections of documents which are larger than available RAM. All core functions are parallelized to benefit from multicore machines. (Loterre)"@en ;
  skos:prefLabel "text2vec"@en, "text2vec"@fr ;
  skos:example "Text2Vec measuring paper similarity and scientific paper understanding. (Wang, Liu & Wang, 2022)"@en, "We next used the Text2Vec task to illustrate how our dataset can be used to compare the performance of different pre-trained language models. (Wang, Liu & Wang, 2022)"@en, "All test and training texts were lower-cased and transformed into document-term matrices using the text2vec package for R (Selivanov and Wang 2017). (Caines, Pastrana, Hutchings & Buttery, 2018)"@en, "Contriever uses the text2vec model (Xu 2023) from Hugging Face to calculate the similarity between memory sentences and questions. (Du, Wang, Zhao, Liang, Wang, Zhong, Wang & Wong, 2024)"@en ;
  skos:hiddenLabel "Text2Vec"@en, "Text2Vec"@fr, "Text2vec"@fr, "Text2vec"@en ;
  skos:broader <http://data.loterre.fr/ark:/67375/8LP-K5T7M1ZS-V> ;
  skos:inScheme <http://data.loterre.fr/ark:/67375/8LP> ;
  skos:exactMatch ltk:-Q0M03KDQ-6 .

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