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Comparing the Quality and Speed of Sentence Classification with Modern Language Models

After the advent of Glove and Word2vec, the dynamic development of language models (LMs) used to generate word embeddings has enabled the creation of better text classifier frameworks. With the vector representations of words generated by newer LMs, embeddings are no longer static but are context-aw...

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Principais autores: Krzysztof Fiok, Waldemar Karwowski, Edgar Gutierrez, Mohammad Reza-Davahli
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2020-05-01
Serier:Applied Sciences
Fag:
natural language processing
text classification
language model
deep learning
classification data set
Online adgang:https://www.mdpi.com/2076-3417/10/10/3386
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