ScholarGate
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Process / pipeline

Ubadilishaji wa Leksiko — Ubadilishaji wa Neno Kulingana na Mazingira

Ubadilishaji wa leksiko ni kazi ya uchakataji wa lugha asilia — iliyoandaliwa rasmi na McCarthy na Navigli kupitia mfululizo wa kazi za pamoja za SemEval kuanzia mwaka 2007 — ambayo hubadilisha neno lengwa katika sentensi na mbadala wenye maana sawa unaohifadhi maana ya mazingira yanayozunguka. Inatumia rasilimali za visawe kama vile WordNet au miundo ya usambazaji wa maneno na mifumo ya lugha iliyofichwa ili kutengeneza na kuorodhesha mbadala zinazowezekana, na hutumiwa kwa upimaji wa uthabiti wa maandishi, upangiliaji wa mtindo, na nyongeza ya data ya mafunzo.

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Vyanzo

  1. McCarthy, D. & Navigli, R. (2009). The English Lexical Substitution Task. Language Resources and Evaluation, 43(2), 139-159. link
  2. Zhou, W. et al. (2019). BERT for Context-Aware Lexical Substitution. Proceedings of the AAAI Conference on Artificial Intelligence, 33, 7557-7564. link

Jinsi ya kunukuu ukurasa huu

ScholarGate. (2026, June 1). Lexical Substitution (Context-Sensitive Word Replacement). ScholarGate. https://scholargate.app/sw/text-mining/lexical-substitution

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ScholarGateLexical Substitution (Lexical Substitution (Context-Sensitive Word Replacement)). Imepatikana 2026-06-15 kutoka https://scholargate.app/sw/text-mining/lexical-substitution · Seti ya data: https://doi.org/10.5281/zenodo.20539026