Shypd.aiThe largest open index of AI toolsTagger is an open-source Named Entity Recognition (NER) tool that achieves state-of-the-art performance on CoNLL datasets. It operates without language-specific knowledge, supporting English, Spanish, German, and Dutch.
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Tagger is an open-source implementation of a Named Entity Recognizer (NER) that delivers state-of-the-art performance across four CoNLL datasets: English, Spanish, German, and Dutch. A key differentiator is its ability to achieve this high level of accuracy without relying on any language-specific knowledge or external resources like gazetteers. The tool provides a straightforward command-line interface for tagging sentences using pre-trained models or for training custom models with user-provided datasets. It requires Python 2.7 with Numpy and Theano installed, making it accessible for researchers and developers familiar with these environments. The project is hosted on GitHub under an Apache-2.0 license, encouraging community contributions and further development.
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