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license: apache-2.0 |
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datasets: |
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- dedoc/paragraph_dataset |
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language: |
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- ru |
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- en |
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metrics: |
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- f1 |
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- accuracy |
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# Paragraph classifier |
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The classifier is used for binary classification of text lines in PDF or scanned documents. |
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For each document line, it determines: |
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* line is a beginning of a new paragraph or |
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* line is a continuation of the previous paragraph |
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For each line, feature vector is formed based on line's text and formatting, please see |
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`dedoc/structure_extractors/feature_extractors/paragraph_feature_extractor.py` in [dedoc](https://github.com/ispras/dedoc). |
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* Training data are available at [the link](https://huggingface.co/datasets/dedoc/paragraph_dataset). |
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* Training script is [here](https://github.com/ispras/dedoc/blob/master/scripts/train/train_paragraph_classifier.py). |
