NLP Project

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The final project of the Natural Language Processing course. Sarcasm classification.

Dataset

As a final dataset, a combination of the dataset of Russian jokes and the dataset of translated English sarcasm was used.

Models

Three approaches were used in this work:

• classic ML approach (linear regression);
• approach based on recurrent neural networks (RNN);
• transformer-based approach (Bert)

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Information about the course is available at the link.