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        <title>Identifying Correlation between Sentiment Analysis and Septic News Sentences Classification Tasks</title>
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    <abstract>This research investigates the correlation between Sentiment and SEPSIS(SpEculation, oPinion, biaS, and twISt) characteristics in news sentences through an ablation study. Various Sentiment analysis models, including TextBlob, Vader, and RoBERTa, are examined to discern their impact on news sentences. Additionally, we explore the Logistic Regression(LR), Decision Trees(DT), Support Vector Machines(SVM) and Convolutional Neural Network (CNN) models for Septic sentence classification.</abstract>
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%0 Conference Proceedings
%T Identifying Correlation between Sentiment Analysis and Septic News Sentences Classification Tasks
%A Soma, Das
%A Sagarika, Ghosh
%A Sanjay, Chatterji
%Y Jyoti, D. Pawar
%Y Sobha, Lalitha Devi
%S Proceedings of the 20th International Conference on Natural Language Processing (ICON)
%D 2023
%8 December
%I NLP Association of India (NLPAI)
%C Goa University, Goa, India
%F soma-etal-2023-identifying
%X This research investigates the correlation between Sentiment and SEPSIS(SpEculation, oPinion, biaS, and twISt) characteristics in news sentences through an ablation study. Various Sentiment analysis models, including TextBlob, Vader, and RoBERTa, are examined to discern their impact on news sentences. Additionally, we explore the Logistic Regression(LR), Decision Trees(DT), Support Vector Machines(SVM) and Convolutional Neural Network (CNN) models for Septic sentence classification.
%U https://aclanthology.org/2023.icon-1.74
%P 738-742

Markdown (Informal)

[Identifying Correlation between Sentiment Analysis and Septic News Sentences Classification Tasks](https://aclanthology.org/2023.icon-1.74) (Soma et al., ICON 2023)

• Identifying Correlation between Sentiment Analysis and Septic News Sentences Classification Tasks (Soma et al., ICON 2023)

ACL

• Das Soma, Ghosh Sagarika, and Chatterji Sanjay. 2023. Identifying Correlation between Sentiment Analysis and Septic News Sentences Classification Tasks. In Proceedings of the 20th International Conference on Natural Language Processing (ICON), pages 738–742, Goa University, Goa, India. NLP Association of India (NLPAI).