Punctuation Restoration with Transformer Model on Social Media Data

Punctuation Restoration with Transformer Model on Social Media Data

Several key challenges are faced during sentiment analysis. One major problem is determining the sentiment of complex sentences, paragraphs, and text documents. A paragraph with multiple parts might have multiple sentiment values. Predicting the overall sentiment value for this paragraph will not pr...

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Bibliographic Details
Main Authors: Adebayo Mustapha Bakare, Kalaiarasi Sonai Muthu Anbananthen, Saravanan Muthaiyah, Jayakumar Krishnan, Subarmaniam Kannan
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Applied Sciences
Subjects:
punctuation restoration
transformers models
Bidirectional Encoder Representations from Transformers (BERT)
long short-term memory (LSTM)
Online Access:https://www.mdpi.com/2076-3417/13/3/1685

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https://www.mdpi.com/2076-3417/13/3/1685

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