EEBERT: An Emoji-Enhanced BERT Fine-Tuning on Amazon Product Reviews for Text Sentiment Classification
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DOI: 10.1109/access.2024.3456039
Abstract: Understanding customer sentiment through product reviews is important for businesses aiming to enhance their products and services. Traditional sentiment analysis often struggles to detect the wide range of emotional nuances, particularly those expressed through emojis,… read more here.
Keywords: emoji enhanced; enhanced bert; amazon product; product reviews ... See more keywords
Comprehensive Analysis of Word Embedding Models and Design of Effective Feature Vector for Classification of Amazon Product Reviews
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DOI: 10.1109/access.2025.3536631
Abstract: Sentiment Analysis (SA) is a well-known and emerging research field in the area of Natural Language Processing (NLP) and text classification. Feature engineering is considered to be one of the major steps in the Machine… read more here.
Keywords: classification; word; effective feature; model ... See more keywords