NLP Tasks Overview

Natural Language Processing (NLP) tasks are crucial for understanding and interacting with human language. Below is an overview of some common NLP tasks.

Common NLP Tasks

• Text Classification: Categorizing text into predefined categories.
  • Example: Sentiment Analysis, Spam Detection
• Machine Translation: Translating text from one language to another.
  • Example: Google Translate, Microsoft Translator
• Named Entity Recognition (NER): Identifying and classifying named entities in text.
  • Example: Identifying people, places, organizations, etc.
• Part-of-Speech Tagging: Assigning parts of speech to each word in a sentence.
  • Example: Noun, Verb, Adjective
• Sentiment Analysis: Determining the sentiment of a piece of text.
  • Example: Positive, Negative, Neutral

Resources

For more information on NLP tasks, you can explore our NLP Resources.

NLP Example