Open links in new tab
  1. All images
    All images
    History

    Natural language processing has its roots in the 1950s. Already in 1950, Alan Turing
    The premise of symbolic … See more

    Wikipedia
    https://en.wikipedia.org/wiki/Natural_language_processing

    Natural language processing - Wikipedia

    • Natural language processing (NLP) is a subfield of computer science and especially artificial intelligence. It is primarily concerned with providing computers with the ability to process data encoded in natural language and is thus closely related to information retrieval, knowledge representation and computational linguistics, a subfield of linguistics… See more

    Approaches: Symbolic, statistical, neural networks

    Symbolic approach, i.e., the hand-coding of a set of rules for manipulating symbols, coupled with a dictionary lookup, was historically the first approach used both by AI in general and by NLP in particular: such as by writin… See more

    Common NLP tasks

    The following is a list of some of the most commonly researched tasks in natural language processing. Some of these tasks have direct real-world applications, while others more commonly serve as subtasks that are us… See more

    General tendencies and (possible) future directions

    Based on long-standing trends in the field, it is possible to extrapolate future directions of NLP. As of 2020, three trends among the topics of the long-standing series of CoNLL Shared Tasks can be observed:
    • Interest … See more

    Further reading

    • Bates, M (1995). "Models of natural language understanding". Proceedings of the National Academy of Sciences of the United States of America. 92 (22): 9977–9982. Bibcode:1995PNAS...92.9977B. … See more

    External links

    • Media related to Natural language processing at Wikimedia Commons See more

    Wikipedia text under CC-BY-SA license
    Feedback
    Table of Contents
    History
    Approaches: Symbolic, statistical, neural networks
    Common NLP tasks
    General tendencies and (possible) future directions
    See also
    Further reading
    External links
     
  1. Natural language processing (NLP) is a branch of artificial intelligence that helps computers understand, interpret and manipulate human language123. It is an interdisciplinary subfield of computer science and linguistics415. It uses computational linguistics, which is the study of how language works, and various models based on statistics, machine learning, and deep learning5. NLP enables computers to comprehend, generate, and manipulate natural language text or voice23.
    Learn more:
    Natural language processing (NLP) is a branch of artificial intelligence that helps computers understand, interpret and manipulate human language. NLP draws from many disciplines, including computer science and computational linguistics, in its pursuit to fill the gap between human communication and computer understanding.

    Natural Language Processing (NLP): Wha…

    www.sas.com/en_us/insights/analytics/what-is-natu…
    Natural Language Processing is a branch of artificial intelligence that attempts to bridge that gap between what a machine recognizes as input and the human language. This is so that when we speak or type naturally, the machine produces an output in line with what we said.

    What Is Natural Language Processing, an…

    www.howtogeek.com/665702/what-is-natural-langu…
    Natural language processing (NLP) is a branch of artificial intelligence (AI) that enables computers to comprehend, generate, and manipulate human language. Natural language processing has the ability to interrogate the data with natural language text or voice. This is also called “language in.”

    What Is Natural Language Processing (NL…

    www.oracle.com/artificial-intelligence/what-is-natur…
    Natural language processing (NLP) is an interdisciplinary subfield of computer science and linguistics. It is primarily concerned with giving computers the ability to support and manipulate human language.

    Natural language processing - Wikipedia

    en.wikipedia.org/wiki/Natural_language_processing
    Natural language processing (NLP) is a field of computer science and artificial intelligence that aims to make computers understand human language. NLP uses computational linguistics, which is the study of how language works, and various models based on statistics, machine learning, and deep learning.

    Natural Language Processing - Overview …

    www.geeksforgeeks.org/natural-language-processi…
  2. People also ask
    How is data collected in natural language processing?
    Typically data is collected in text corpora, using either rule-based, statistical or neural-based approaches in machine learning and deep learning. Major tasks in natural language processing are speech recognition, text classification, natural-language understanding, and natural-language generation.

    Natural language processing - Wikipedia

    en.wikipedia.org
    What is natural language processing (NLP)?
    Natural Language Processing (NLP) is one of the hottest areas of artificial intelligence (AI) thanks to applications like text generators that compose coherent essays, chatbots that fool people into thinking they’re sentient, and text-to-image programs that produce photorealistic images of anything you can describe.

    Natural Language Processing (NLP) - A Complete Guide

    deeplearning.ai
    What are natural language processing examples?
    Some examples of Natural Language Processing can be built using Python, TensorFlow, and PyTorch. Use entity analysis to find and label fields within documents and channels to better understand customer opinions and find product and UX insights.

    What is Natural Language Processing? | Google Cloud

    cloud.google.com
    When did natural language processing start?
    Natural language processing has its roots in the 1950s. [ 1 ] Already in 1950, Alan Turing published an article titled " Computing Machinery and Intelligence " which proposed what is now called the Turing test as a criterion of intelligence, though at the time that was not articulated as a problem separate from artificial intelligence.

    Natural language processing - Wikipedia

    en.wikipedia.org
    What natural language processing tools & services are available?
    There are numerous natural language processing tools and services available to help you get started today. Some of the most common tools and services you might encounter include the following: Python is a programming language well-suited to NLP.

    What is Natural Language Processing? Definition and Examples

    coursera.org
    Why is a natural language processing system important?
    An effective approach to achieve explainability is especially important in areas like banking, where regulators want to confirm that a natural language processing system doesn’t discriminate against some groups of people, and law enforcement, where models trained on historical data may perpetuate historical biases against certain groups.

    Natural Language Processing (NLP) - A Complete Guide

    deeplearning.ai
    Feedback
  3. IBM
    https://www.ibm.com/topics/natural-lan…

    What Is NLP (Natural Language Processing)? | IBM

    Learn what natural language processing (NLP) is, how it uses machine learning and deep learning to enable computers to understand and communicate with human language, and what benefits and applications it offers …

  4. DeepLearning.AI
    https://www.deeplearning.ai/resources/natural-language-processing

    Natural Language Processing (NLP) [A Complete Guide]

  5. Interesting reads - Natural Language Processing

    Powered by Microsoft Start
  6. GeeksForGeeks
    https://www.geeksforgeeks.org/natural-l…

    Natural Language Processing (NLP) - Overview

    May 26, 2024 · Learn the basics of NLP, a field that enables computers to understand and generate human language. Explore the techniques, applications, and future enhancements of NLP with examples and diagrams.

  7. Coursera
    https://www.coursera.org/articles/natur…

    What is Natural Language Processing? Definition and …

    Mar 19, 2024 · Learn what natural language processing (NLP) is, how it allows computers to understand human language, and what techniques and tools are used to do it. Explore the benefits and limitations of NLP, and some …

  8. Google Cloud
    https://cloud.google.com/learn/what-is-natural-language-processing

    What is Natural Language Processing?

  9. Machine Learning Plus
    https://www.machinelearningplus.com/…

    Complete Guide to Natural Language Processing (NLP) …

    Learn the basic and advanced concepts of NLP and how to implement them using spaCy, Gensim, HuggingFace and NLTK. Explore text pre-processing, tokenization, word embedding, text summarization and more with practical …

  10. GeeksForGeeks
    https://www.geeksforgeeks.org/natural-l…

    Natural Language Processing (NLP) Tutorial

    Jul 15, 2024 · Learn the basics and advanced concepts of NLP with this comprehensive tutorial. It covers topics such as text and speech processing, text classification, information extraction, language translation, text …

  11. DataCamp
    https://www.datacamp.com/blog/what-is …

    What is Natural Language Processing (NLP)? A …

    Feb 13, 2024 · Learn what NLP is, how it works, and what it is used for in this comprehensive guide. Explore the core components, techniques, applications, and challenges of NLP with examples and resources.

  12. Javatpoint
    https://www.javatpoint.com/nlp

    NLP Tutorial - Javatpoint

    Learn what is NLP, its history, advantages, disadvantages, components, applications, and how to build an NLP pipeline. This tutorial covers the fundamentals of natural language processing, a part of computer science, …