Automated text annotation using a semi-supervised approach with meta vectorizer and machine learning algorithms for hate speech detection
Text annotation is an essential element of the natural language processing approaches. The
manual annotation process performed by humans has various drawbacks, such as …
manual annotation process performed by humans has various drawbacks, such as …
Comparison of Fasttext and Word2Vec Weighting Techniques for Classification of Multiclass Emotions Using the Conv-LSTM Method
SZ Salsabiila, HN Irmanda… - … Conference on Informatics …, 2023 - ieeexplore.ieee.org
Emotions are one aspect of human psychology which includes the ability to control feelings
and behaviors that create ways of self-expression. The classification of emotion in text is an …
and behaviors that create ways of self-expression. The classification of emotion in text is an …
Improving sentiment analysis on PeduliLindungi comments: a comparative study with CNN-Word2Vec and integrated negation handling
H Jayadianti, BA Arianti, NH Cahyana… - Science in …, 2023 - pubs2.ascee.org
This study investigates sentiment analysis in Google Play reviews of the PeduliLindungi
application, focusing on the integration of negation handling into text preprocessing and …
application, focusing on the integration of negation handling into text preprocessing and …
A Thorough Investigation of Conventional and Advanced Feature Extraction Methods in Natural Language Processing for Sentiment Analysis Employing SVM Kernels
A Srivastava, AK Srivastava, TJ Siddiqui - Proceedings of International …, 2023 - Springer
The development of numerous feature extraction techniques, ranging from conventional to
advanced, targeted at improving the accuracy of sentiment categorization, has been sparked …
advanced, targeted at improving the accuracy of sentiment categorization, has been sparked …