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SARCASM Classifier
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Sarcasm is a form of verbal irony where the intended meaning of a statement differs from its literal meaning. Detecting sarcasm is crucial for understanding sentiments and opinions, especially in social media analysis. However, sarcasm detection is challenging due to its reliance on context and tone. In this paper, we propose a sarcasm detection model using a Long Short-Term Memory (LSTM) network, a deep learning-based Recurrent Neural Network (RNN) variant. Our model is trained on social media datasets containing sarcastic and non-sarcastic statements. We compare its performance with the Word2Vec algorithm, analyzing accuracy and effectiveness. The proposed system aims to improve sarcasm classification in text-based data
Title: SARCASM Classifier
Description:
Sarcasm is a form of verbal irony where the intended meaning of a statement differs from its literal meaning.
Detecting sarcasm is crucial for understanding sentiments and opinions, especially in social media analysis.
However, sarcasm detection is challenging due to its reliance on context and tone.
In this paper, we propose a sarcasm detection model using a Long Short-Term Memory (LSTM) network, a deep learning-based Recurrent Neural Network (RNN) variant.
Our model is trained on social media datasets containing sarcastic and non-sarcastic statements.
We compare its performance with the Word2Vec algorithm, analyzing accuracy and effectiveness.
The proposed system aims to improve sarcasm classification in text-based data.
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