129 items found

Tags: Text mining

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  • Method

    Summa Text Summarization (Es)

    The SUMMA Text Summarization (ES) uses the SUMMA toolkit developed by Horacio Saggion to provide a generic Spanish document summarizer.
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  • Method

    Twitter Opinion Mining English

    This tool recognises opinionated sentences in English tweets and it classifies them as positive or negative. It also indicates emotion type, author and target of the opinion,...
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  • Method

    English Named Entity Recognizer

    English named entity recognition service. Identifies names of persons, locations, organizations, as well as money amounts, time and date expressions
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  • Method

    English Named Entity Recognizer For Tweets

    Named entity recognition service for Twitter data. Identifies person, location, organization etc. and also performs normalization of abbreviations and common shorthands (such as...
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  • Method

    Measurement Expression Annotator

    Annotates numbers and measurement expressions in text. This method recognises many types of measurements including length, temperature, time and speed, and calculates their...
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  • Method

    GATE Cloud Brexit Tweet Analysis

    A pipeline designed to detect political topics, hashtags, URLs, user mention, and hashtag-based voting intentions, expressed in tweets about the UK referendum on membership of...
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  • Method

    GATE Cloud Rumour Veracity Classifier

    User generated content such as tweets often make claims that are unsubstantiated and possibly untrue. This service attempts to classify whether a text is discussing a rumour...
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  • Method

    GATE Cloud Hate and Abuse Detection

    A service that tags abusive utterances in any text with the type of abuse (sexist, racist, etc.) and whether the abuse was aimed at the addressee or some other party. This can...
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  • Method

    GATE Cloud COVID-19 Vaccine Text Categoriser

    A machine learning classifier trained to categorise text about COVID-19 vaccines into 6 categories - Liberty or Freedom; Development, Provision and Access; Safety, Efficacy...
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  • Method

    GATE Cloud COVID-19 Misinformation Categoriser

    A machine learning classifier trained to categorise claims about COVID-19 into 10 categories proposed by the Reuters Institute for the Study of Journalism - Public authority...
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  • Method

    GATE Cloud Toxic Language Classifier

    Classifies short texts such as Wikipedia comments based on whether they contain toxic language
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  • Method

    GATE Cloud Political Abuse Monitor

    A service that tags abusive utterances in any text with the type of abuse (sexist, racist, etc.) and whether the abuse was aimed at the addressee or some other party. This can...
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  • Method

    GATE Cloud Stance Classification (Multilingual)

    Service that processes threads of short texts such as tweets or forum postings and attempts to determine the stance (support, deny, question or comment) of each reply towards...
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  • Method

    GATE Cloud Stance Classification (English)

    Service that processes threads of short English-language texts such as tweets or forum postings and attempts to determine the stance (support, deny, question or comment) of...
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  • Method

    GATE Cloud Offensive Language Classifier

    Classifies short texts such as Tweets based on whether they contain offensive language
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  • Method

    GATE Cloud Hyperpartisan News Classifier

    Attempts to classify whether a text is hyper-partisan or not. This system won first prize in the Hyperpartisan News Detection task at SemEval 2019
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  • Method

    GATE Cloud Multilingual News Similarity Service

    Service that takes two news article texts and attempts to determine whether they refer to the same underlying news story. The articles may be in the same or in different...
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  • Method

    TriplEx - Explaining with Triples

    TRIPLEX is an explainability package for Transformer-based models fine-tuned on Natural Language Inference, Semantic Text Similarity, or Text Classification tasks. TRIPLEX...
  • Method

    Event Attendance Prediction using Twitter

    An event classification package.
    • HTML
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  • Method

    Python library for direct and indirect discrimination prevention in data mining

    This python library implements the discrimination discovery and prevention method proposed in the paper: “A methodology for direct and indirect discrimination prevention in...
    • GitHub
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