Behavioral Analysis of Semantic Similarity Metrics under Transformer-Based Representations

Knowledge extraction has several approaches such as traditional approaches that rely on lexical representation capabilities, one of which is TF-IDF whose implementation can be combined with several classic similarity metrics such as cosine similarity and dice coefficient similarity. In addition to a...

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Autors principals:	Musthofa Galih Pradana, Nindy Irzavika, Nurhuda Maulana, Syaila Ananta Karenina, Salma Ashiila Rabbani
Format:	Artigo
Idioma:	Inglês
Publicat:	Ikatan Ahli Informatika Indonesia 2026-04-01
Col·lecció:	Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)
Matèries:	cosine similarity knowledge extraction rank shift analysis semantic similarity transformer-based embeddings
Accés en línia:	https://jurnal.iaii.or.id/index.php/RESTI/article/view/7490
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