Trankit
Visit ToolTrankit is a light-weight, transformer-based Python toolkit for multilingual Natural Language Processing. It provides trainable and 90 downloadable pretrained pipelines for over 100 languages.
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Trankit is a light-weight, transformer-based Python toolkit for multilingual Natural Language Processing. It provides trainable and 90 downloadable pretrained pipelines for over 100 languages.
Trending
About
Trankit is a light-weight, transformer-based Python toolkit designed for multilingual Natural Language Processing (NLP). It offers a trainable pipeline for fundamental NLP tasks across more than 100 languages, and includes 90 downloadable pretrained pipelines for 56 languages. Trankit outperforms other state-of-the-art multilingual toolkits like Stanza in various tasks, including sentence segmentation and dependency parsing, while maintaining efficiency in memory usage and speed. Key features include an Auto Mode for automatic language detection, a command-line interface for ease of use, and support for tasks such as tokenization, part-of-speech tagging, morphological feature tagging, dependency parsing, and named entity recognition. It also allows users to build and share customized pipelines.
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Open Source
Free
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