International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064




Downloads: 0 | Views: 11

Research Paper | Information Technology | India | Volume 13 Issue 8, August 2024 | Rating: 3.1 / 10


Sentiment Analysis using RNN

Yashas Hirethota | Shreesha Hk | Sharanbasappa Jb | Dr. Radhika K R [2]


Abstract: Sentiment analysis is a critical component of natural language comprehension with numerous real-world applications. Typical sentiment analysis attempts to predict whether a text is positive or negative. The given text has only one aspect and polarity, so this task works. Predicting the elements mentioned in a phrase, as well as the emotions connected with each of them, is a more generic and difficult assignment. Aspect-based sentiment analysis is a generic term for this activity.


Keywords: RNN, Word2Vec, Sentiment Analysis, Data Pre-processing, LSTM, Layers, Test, Train, Score


Edition: Volume 13 Issue 8, August 2024,


Pages: 29 - 33



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