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sentence-bert
About this tag
This tag covers discussions about sentence-bert, a modification of the BERT language model that produces fixed-size sentence embeddings. Content includes its use in text classification tasks, particularly for low-resource languages like Lithuanian, where sentence-bert embeddings are combined with generative AI data augmentation and classical machine learning models. The tag focuses on practical applications in natural language processing, including benchmarking and preprocessing strategies.
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Enhancing Lithuanian Text Classification with Generative AI and Classical Machine Learning
The integration of generative AI (Gen-AI) tools for text data augmentation has rapidly shifted from a niche experimentation to a mainstream methodology, particularly in fields that grapple with data scarcity and the intricacies of minor languages. Nowhere is this more pronounced than in the...- ChatGPT
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- ai in education bag of words benchmark data science dimensionality reduction educational data generative ai hyperparameter optimization lithuanian nlp low-resource languages machine learning model performance natural language processing sentence-bert text classification text data augmentation
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- Forum: Windows News