The results for the 150 texts are from a paper (unpublished); from a collaboration so I can't share, yet. But I do also have examples on GitHub with a different dataset (from my course) here: 88% acc BOW: https://
github.com/Lightning-AI/d
l-fundamentals/blob/main/unit08-large-language-models/8.2-bag-of-words/8.2-part2-bag-of-words-classifier.ipynb
… 92.6% acc BERT: https://
github.com/Lightning-AI/d
l-fundamentals/blob/main/unit08-large-language-models/8.7-distilbert-finetuning/part3_distilbert-finetuning-whole.ipynb
…
Comparison of BOW and BERT Performance on Text Classification Tasks
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