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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 145 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 206 47

  3. Snowball Snowball Public

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

    Python 176 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 334 83

  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)

    679 132

  6. SLANG-Sequence-LAbeliNG SLANG-Sequence-LAbeliNG Public

    Sequence LAbeliNG with Neural Networks: "Neural Architectures for Named Entity Recognition" (Lample et al., 2016) and "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" (Ma, 2016)

    Jupyter Notebook 7