Projects in Awesome Lists tagged with fine-tune-bert-tensorflow
A curated list of projects in awesome lists tagged with fine-tune-bert-tensorflow .
https://github.com/sayamalt/symptoms-disease-text-classification
Successfully developed a fine-tuned BERT transformer model which can accurately classify symptoms to their corresponding diseases upto an accuracy of 89%.
bert-fine-tuning data-exploration-and-preprocessing exploratory-data-analysis fine-tune-bert-tensorflow hugging-face-transformers model-architecture-and-implementation model-inference model-training-and-evaluation multiclass-classification natural-language-processing text-classification text-preprocessing text-tokenization
Last synced: 19 Feb 2025
https://github.com/sayamalt/financial-news-sentiment-analysis
Successfully developed a fine-tuned DistilBERT transformer model which can accurately predict the overall sentiment of a piece of financial news up to an accuracy of nearly 81.5%.
data-exploration-and-preprocessing distilbert-model fine-tune-bert-tensorflow hugging-face-transformers model-architecture-and-implementation model-inference model-training-and-evaluation multiclass-classification natural-language-processing sentiment-analysis text-preprocessing text-tokenization
Last synced: 19 Feb 2025
https://github.com/sayamalt/cyberbullying-classification-using-fine-tuned-distilbert
Successfully fine-tuned a pretrained DistilBERT transformer model that can classify social media text data into one of 4 cyberbullying labels i.e. ethnicity/race, gender/sexual, religion and not cyberbullying with a remarkable accuracy of 99%.
cyberbullying-detection data-exploration distilbert-model exploratory-data-analysis fine-tune-bert-tensorflow llm model-inference model-training-and-evaluation multiclass-classification natural-language-processing text-classification text-preprocessing text-tokenization
Last synced: 19 Feb 2025