Sentiment Analysis in NLP: Techniques, Applications, and Future Directions

From rule-based systems to deep learning, the author presents everything you need to know about sentiment analysis

As sentiment analysis evolves from simple lexicon matching to sophisticated multimodal deep learning, practitioners need authoritative guidance spanning the field's entire trajectory. Sentiment Analysis in NLP delivers this breadth, covering text-based, aspect-based, multimodal, and implicit sentiment analysis, integrating text, audio, and visual data processing while addressin...