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• Select section General

  General
  • Select activity Announcements

    

    Forum

    Announcements Forum
  • Select activity Questions and answers about the course

    

    Forum

    Questions and answers about the course Forum

    Write your general interest questions related to the course and topics here. We will respond publicly.
    

  • Select activity RECOMMENDED BOOKS

    

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    RECOMMENDED BOOKS Folder
• Select section Introduction to Text Mining (Pasi)

  Introduction to Text Mining (Pasi)
  • Select activity Article of Marti Hearst on Text Data Mining

    

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    Article of Marti Hearst on Text Data Mining File

    1.4 MB · Uploaded 1/10/23, 13:05
  • Select activity Article by Ian Witten on Text Mining

    

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    Article by Ian Witten on Text Mining File

    284.5 KB · Uploaded 1/10/23, 13:05
  • Select activity Introduction to the course and to Text Mining

    

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    Introduction to the course and to Text Mining File
• Select section Basic Text Processing (Pasi)

  Basic Text Processing (Pasi)
  • Select activity Basic Text Processing

    

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    Basic Text Processing File
• Select section Text Representation (Pasi)

  Text Representation (Pasi)
  • Select activity Text Representation: Bag of Words

    

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    Text Representation: Bag of Words File
• Select section POS Tagging and NER (Pasi)

  POS Tagging and NER (Pasi)
  • Select activity Part of Speech Tagging

    

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    Part of Speech Tagging File
  • Select activity Named Entity Recognition

    

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    Named Entity Recognition File
• Select section Statistical Language Models (Pasi)

  Statistical Language Models (Pasi)
  • Select activity Statistical Language Models

    

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    Statistical Language Models File
• Select section Advanced Text Representation (Viviani)

  Advanced Text Representation (Viviani)
  • Select activity 01. Word vector semantics (October 23, 2023 / 13:30-15:30)

    

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    01. Word vector semantics (October 23, 2023 / 13:30-15:30) File
  • Select activity 01. [Further reading][Chapter] Unsupervised learning of term representations

    

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    01. [Further reading][Chapter] Unsupervised learning of term representations File
  • Select activity 02. Count-based and predictive models (October 26, 2023 / 08:30-10:30)

    

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    02. Count-based and predictive models (October 26, 2023 / 08:30-10:30) File
  • Select activity 03. Basics on Contextualized Word Embedding (October 30, 2023 / 13:30-15:30)

    

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    03. Basics on Contextualized Word Embedding (October 30, 2023 / 13:30-15:30) File
• Select section Project

  Project
  • Select activity Project presentation (November 06, 2023 / 13:30-15:30)

    

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    Project presentation (November 06, 2023 / 13:30-15:30) File
• Select section TM&S Tasks (Viviani)

  TM&S Tasks (Viviani)
  • Select activity 04. Text Classification (November 06, 2023 / 13:30-15:30) (November 08, 2023 / 15:30-18:30)

    

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    04. Text Classification (November 06, 2023 / 13:30-15:30) (November 08, 2023 / 15:30-18:30) File
  • Select activity 05. Text Clustering (November 13, 2023 / 13:30-15:30)

    

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    05. Text Clustering (November 13, 2023 / 13:30-15:30) File
  • Select activity 06. Topic Modeling (November 16, 2023 / 16:30-18:30)

    

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    06. Topic Modeling (November 16, 2023 / 16:30-18:30) File
  • Select activity 07. Text Summarization (November 20, 2023 / 13:30-15:30) (November 23, 2023 / 08:30-10:30)

    

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    07. Text Summarization (November 20, 2023 / 13:30-15:30) (November 23, 2023 / 08:30-10:30) File
  • Select activity 07. [Further reading] A survey of text summarization techniques

    

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    07. [Further reading] A survey of text summarization techniques File
  • Select activity 07. [Further reading] Recent automatic text summarization techniques: a survey

    

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    07. [Further reading] Recent automatic text summarization techniques: a survey File
  • Select activity 07. [Further reading] Abstractive summarization: A survey of the state of the art

    

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    07. [Further reading] Abstractive summarization: A survey of the state of the art File
  • Select activity 07. [Further reading] Query-based Summarization

    

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    07. [Further reading] Query-based Summarization File
  • Select activity 07. [Further reading] Centroid-based Summarization

    

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    07. [Further reading] Centroid-based Summarization File
  • Select activity 07. [Further reading] ROUGE: A Package for Automatic Evaluation of Summaries

    

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    07. [Further reading] ROUGE: A Package for Automatic Evaluation of Summaries File
  • Select activity 08. Information Retrieval (December 04, 2023 / 13:30-15:30)

    

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    08. Information Retrieval (December 04, 2023 / 13:30-15:30) File
  • Select activity 08. [Further Reading] An Introduction to Information Retrieval

    

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    08. [Further Reading] An Introduction to Information Retrieval File
• Select section TM&S Labs (Kasela)

  TM&S Labs (Kasela)
  • Select activity Lab 1 - Notebooks

    

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    Lab 1 - Notebooks Folder
  • Select activity Lab 2 - Notebook

    

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    Lab 2 - Notebook Folder
  • Select activity Lab 3 - Notebook

    

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    Lab 3 - Notebook Folder
  • Select activity Lab 4 - Notebooks

    

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    Lab 4 - Notebooks Folder