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  # LaBSE-Malach-Multilabel
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- A multilabel text classification model fine-tuned on an English subset (Malach ASR) of the Visual History Archive.
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  Based on LaBSE pretrained weights but it uses the general Hugging Face framework, not sentence-transformers.
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  Input text segments consisted of ~350 words on average.
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- Given an input string, the model predicts probablites for 1063 keyword IDs from the VHA ontology, sorted by probability.
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  Typically, probabilities >= 0.5 are "True" if encoding them in a binary vector.
 
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  The mapping from keyword IDs to labels will be added to the repository.
 
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  # LaBSE-Malach-Multilabel
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+ A multilabel text classification model fine-tuned on a small English subset (Malach ASR) of the Visual History Archive.
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  Based on LaBSE pretrained weights but it uses the general Hugging Face framework, not sentence-transformers.
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  Input text segments consisted of ~350 words on average.
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+ Given an input string, the model predicts probablites for 1063 keyword IDs from the VHA ontology.
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  Typically, probabilities >= 0.5 are "True" if encoding them in a binary vector.
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+ Due to the small training data, the most likely predictions are usually correct but do not meet the threshold.
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  The mapping from keyword IDs to labels will be added to the repository.