Shypd.aiThe largest open index of AI toolsnpc_gzip is an open-source tool for low-resource text classification using compression methods. It provides a parameter-free approach for categorizing text data, based on a paper accepted to Findings of ACL2023.
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npc_gzip offers a unique, parameter-free method for text classification, leveraging compression algorithms to categorize text, particularly effective in low-resource scenarios. This tool is based on research accepted to Findings of ACL2023 and is available as a Python package on pypi.org. It supports various datasets and compressors (gzip, lzma, bz2), allowing users to customize training and testing parameters. The codebase includes options for multiprocessing to accelerate computations and the ability to use custom datasets, making it a flexible solution for researchers and developers working with text classification tasks.
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