#OFN Natural Language Processing (NLP) 📚
NLP is a critical subset of AI that deals with the interaction between computers and human languages. It enables machines to process and understand human language.
Text Classification:
Description: Assigning predefined categories to text data.
Applications: Sentiment analysis, email spam detection, and topic categorization.
Named Entity Recognition (NER):
Description: Identifying specific entities (like people, places, organizations) in text.
Applications: Extracting entities from news articles, legal documents, and social media posts.
Machine Translation:
Description: Automatically translating text from one language to another.
Applications: Google Translate, real-time translation in applications, and multilingual #chatbots .
Speech Recognition:
Description: Converting spoken language into text.
Applications: Virtual assistants (e.g., Siri, Alexa), transcription services, and voice-controlled devices.
Text Generation:
Description: Creating new text based on a given prompt.
Applications: Chatbots, automated content generation, and language models like GPT-3.