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

    Natural Language Processing (NLP) | A Complete Guide

    • NLP models work by finding relationships between the constituent parts of language — for example, the letters, words, and sentences found in a text dataset. NLP architectures use various methods for d… 展开

    Introduction

    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 foo… 展开

    DeepLearning.AI
    What Is Natural Language Processing

    Natural language processing (NLP)is the discipline of building machines that can … 展开

    DeepLearning.AI
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    Why Does Natural Language Processing (NLP) Matter?

    NLP is an integral part of everyday life and becoming more so as language technology is applied to diverse fields like retailing (for instance, in customer service chatbots) and medicine (interpr… 展开

    DeepLearning.AI
    What Is Natural Language Processing (NLP) Used for?

    NLP is used for a wide variety of language-related tasks, including answering questions, classifying text in a variety of ways, and conversing with users. Here are 11 tasks that ca… 展开

    DeepLearning.AI
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    目录
    Introduction
    What Is Natural Language Processing
    Why Does Natural Language Processing (NLP) Matter?
    What Is Natural Language Processing (NLP) Used for?
     
  1. NLP uses machine learning to analyze human-generated content statistically and learn how to interpret it. During the training process, NLP models are fed examples of words and phrases in context, along with their interpretations. For instance, an NLP model might not understand when the word "orange" means the color instead of the fruit.

    What is natural language processing (NLP)? - Cloudflare

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  2. 其他用户还问了以下问题
    How do NLP models work?
    NLP models work by finding relationships between the constituent parts of language — for example, the letters, words, and sentences found in a text dataset. NLP architectures use various methods for data preprocessing, feature extraction, and modeling. Some of these processes are:

    Natural Language Processing (NLP) - A Complete Guide

    deeplearning.ai
    How does neural NLP work?
    An NLP system consumes natural language sentences and generates a class type (for classification tasks), a sequence of labels (for sequence-labeling tasks), or another sentence (for QA, dialog, natural language generation, and MT). To apply neural NLP approaches, it is necessary to solve the following two key issues:

    Progress in Neural NLP: Modeling, Learning, and Reasoning

    sciencedirect.com
    What is NLP preprocessing?
    NLP preprocessing is preparation of raw text for analysis by a program or machine learning model. NLP preprocessing is necessary to put text into a format that deep learning models can more easily analyze. There are several NLP preprocessing methods that are used together. The main ones are:

    What is natural language processing (NLP)? - Cloudflare

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    What are the different types of neural NLP models?
    (1) Encode the natural language sentence (a sequence of words) in the neural network. (2) Generate a sequence of labels or another natural language sentence. From these two aspects, in this section, we will introduce several popularly used neural NLP models, including word embedding, sentence embedding, and sequence-to-sequence modeling.

    Progress in Neural NLP: Modeling, Learning, and Reasoning

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

    What Is NLP (Natural Language Processing)? | IBM

    网页Natural language processing (NLP) is a subfield of computer science and artificial intelligence (AI) that uses machine learning to enable computers to understand and communicate with human language. NLP …

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

    Complete Guide to Natural Language Processing (NLP …

    网页2020年10月14日 · Natural language processing (NLP) is the technique by which computers understand the human language. NLP allows you to …

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

    Natural language processing | Wikipedia

  6. ScienceDirect
    https://www.sciencedirect.com/science/article/pii/S0925231221010997

    An introduction to Deep Learning in Natural Language Processing: …

  7. ScienceDirect
    https://www.sciencedirect.com/science/article/pii/S2095809919304928

    Progress in Neural NLP: Modeling, Learning, and Reasoning

  8. TensorFlow
    https://www.tensorflow.org/tutorials/text

    Text and natural language processing with TensorFlow

  9. Cloudflare
    https://www.cloudflare.com/learning/ai/natural...

    What is natural language processing (NLP)? | Cloudflare

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

    What is Natural Language Processing? Definition and …

    网页2024年3月19日 · Natural language processing (NLP) is a form of artificial intelligence that allows computers to understand human language, whether it be written, spoken, or even scribbled. As AI-powered devices …

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  11. TensorFlow
    https://www.tensorflow.org/tfmodels/nlp

    Introduction to the TensorFlow Models NLP library

    网页2023年10月17日 · In this Colab notebook, you will learn how to build transformer-based models for common NLP tasks including pretraining, span labelling and classification using the building blocks from NLP …