133 items found

Tags: Text mining

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  • Application

    SWAT

    SWAT is a entity-salience system which identifies on-the-fly the semantic focus of a document, expressed by its Salient Wikipedia Entities. The core of this technology is...
  • 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

    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

    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

    DecarboNet Environmental Annotator

    The DecarboNet environmental annotation service identifies named entities, environmental terms, linguistic features and sentiment in social media texts.
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  • Application

    WAT

    WAT is an entity linker, namely a tool that identifies meaningful substrings (called "spots") in an unstructured English text and link each of them to the unambiguous entity...
    • HTML
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  • Method

    Part Of Speech Tagger For Tweets

    This service tags tweets with part-of-speech information, e.g. nouns and verbs.
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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

    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

    GSP - Geo-Semantic-Parsing

    GSP receives a text document as input and returns an enriched document, where all mentions of places/locations are associated to the corresponding geographic coordinates. To...
  • Method

    German Named Entity Recognizer For Tweets

    This method analyses German tweets for names of persons, locations and organizations. It also performs normalization of abbreviations and commonTwitter slang.
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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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  • Experiment

    Pluralistic Recommendation in News - Report

    Report on the Humane-AI microproject "Pluralistic Recommendation in News". It contains details on how the two relevant datasets were built, a link to the two, and details...
    • PDF
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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

    Noun Phrase Chunker

    Base Noun Phrase Chunker, producing NounChunk annotations.
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  • Method

    Cymrie Welsh Named Entity Recognizer

    The CYMRIE named entity recognition is a service for the analysis of Welsh text. It identifies name of persons, locations, organizations, as well as money amounts, time and...
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  • Method

    German Named Entity Recognizer

    This is a named entity recognition service for documents in German. Based on ANNIE, it identifies names of persons, locations, and organizations.
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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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  • Application

    SMAPH Query Entity Linker

    The SMAPH system links queries to the entities it mentions, disambiguating mentions if needed. Entities are Wikipedia pages. This problem is known as "entity recognition and...
    • HTML
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  • Method

    Event Attendance Prediction using Twitter

    An event classification package.
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