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  • Natural Language Processing

  • Sebastian Ruder Articles

    Discussion of advanced topics and concepts

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  • Natural Language Toolkit Software library

    text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning, working in computational linguistics

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  • spaCy Library

    neural models for tagging, parsing and entity recognition, language models

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  • Textblob Library

    part-of-speech tagging, noun phrase extraction, sentiment analysis, classification, translation

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  • Natural Language Processing with Deep Learning Lectures

    word2vec, GloVe, many different NLP tasks including question answering and machine translation

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  • Hidden Markov Models Model

    Statistical Markov model in which the system being modeled is assumed to be a Markov process with hidden states.

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  • BERT Model

    language representation model called BERT, which stands for Bidirectional Encoder Representations from Transformers

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  • Chatbot Technology

    Natural processing language, list of Chatbos, used in dialog systems for various practical purposes, customer service or information acquisition

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  • Information
  • Chomsky hierarchy Wikipedia

    Containment hierarchy of classes of formal grammars

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  • Word embedding Wikipedia

    set of language modeling and feature learning techniques where words or phrases from the vocabulary are mapped to vectors of real numbers

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  • Hidden Markov Models Scientific Literature

    Statistical Markov model in which the system being modeled is assumed to be a Markov process with hidden states.

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  • Sebastian Ruder Blog

    Discussion of advanced topics and concepts

    Upvote

  • Application
  • Natural Language Toolkit Software

    text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning, working in computational linguistics

    Upvote

  • spaCy Software

    neural models for tagging, parsing and entity recognition, language models

    Upvote

  • Textblob Software

    part-of-speech tagging, noun phrase extraction, sentiment analysis, classification, translation

    Upvote

  • Education
  • Data pre-processing

    Data cleansing, editing, reduction, wrangling

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  • BERT

    language representation model called BERT, which stands for Bidirectional Encoder Representations from Transformers

    Upvote

  • Natural Language Processing with Deep Learning

    word2vec, GloVe, many different NLP tasks including question answering and machine translation

    Upvote

  • Other
  • Chatbot

    Natural processing language, list of Chatbos, used in dialog systems for various practical purposes, customer service or information acquisition

    Upvote

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    Natural Language Processing