Sarcasm Detection Libraries ... To handle sarcasm and irony in NLP using Python: 1. Analyze text features with NLTK, spaCy, or spaCy-transformers. 2. Train machine learning models like SVM ...

Credits: The Model structuring, training, prediction, evaluation follows the same programming paradigm as the assignment/s used in NLP course ... models. python train.py data/train.jsonl \ ...

Overview Sarcasm detection is a challenging task in natural language processing (NLP) where the goal is ... Model Development: The model is built using Keras, a powerful and easy-to-use deep learning ...

Using NLP, the system understands the context and speech patterns that indicate malicious language, allowing for more accurate detection. Using SVM as a classification technique helps build a robust ...