A Method of Short Text Representation Fusion with Weighted Word Embeddings and Extended Topic Information

Short text representation is one of the basic and key tasks of NLP. The traditional method is to simply merge the bag-of-words model and the topic model, which may lead to the problem of ambiguity in semantic information, and leave topic information sparse. We propose an unsupervised text representa...

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Detalles Bibliográficos
Autores principales: Liu, Wenfu, Pang, Jianmin, Du, Qiming, Li, Nan, Yang, Shudan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8839561/
https://www.ncbi.nlm.nih.gov/pubmed/35161808
http://dx.doi.org/10.3390/s22031066

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8839561/
https://www.ncbi.nlm.nih.gov/pubmed/35161808
http://dx.doi.org/10.3390/s22031066

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