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building stuff :)
🛠️
building stuff :)

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  1. BREDS BREDS Public

    "Bootstrapping Relationship Extractors with Distributional Semantics" (Batista et al., 2015) in EMNLP'15 - Python implementation

    Python 144 40

  2. NER-Evaluation NER-Evaluation Public

    An implementation of a full named-entity evaluation metrics based on SemEval'13 Task 9 - not at tag/token level but considering all the tokens that are part of the named-entity

    Python 214 48

  3. Snowball Snowball Public

    Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)

    Python 177 40

  4. NER-datasets NER-datasets Public

    Datasets to train supervised classifiers for Named-Entity Recognition in different languages (Portuguese, German, Dutch, French, English)

    Python 338 84

  5. Annotated-Semantic-Relationships-Datasets Annotated-Semantic-Relationships-Datasets Public

    A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)

    685 131

  6. ml-report-kit ml-report-kit Public

    A plug-in to generate various evaluation metrics and reports ( PR-curves, classifications reports, confusion matrix) for supervised machine learning models using only two lines of code.

    Python 2 1