Sentential Semantic Similarity measurement library using BERT Embeddings for spatial distance evaluation.
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Dec 14, 2020 - Python
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bert-tokenizer
Here are 8 public repositories matching this topic...
This is a survey of morpheme segmentation techniques including 2 baselines (BertTokenizer, Morfessor 2.0) and 2 supervised (LSTM, Transformer).
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Nov 6, 2024 - Python
A study on encoding english sentences to tensorflow vectors or tensors using pre-trained BERT model from the Hugging Face Library.
nlp natural-language-processing tensorflow transformers question-answering squad bert sentence-embeddings bert-model sentence-encoding bert-embeddings huggingface bert-tokenizer feature-vectors distilbert bert-fine-tuning bert-encoder huggingface-transformer
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Oct 4, 2021 - Jupyter Notebook
A django web backend server that has single api for collecting sentiment text as json format, analyze them with a huggingface pretrained model and return the sentiment of the text as a json response.
django sentiment-analysis django-rest-framework torch nlp-machine-learning bert gensim-word2vec bert-model bert-tokenizer huggingface-transformers
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Jan 26, 2024 - Jupyter Notebook
Important vs Ignore email classifier based on incoming email addresses. Bert tokenizer is used as a tokenization method and CNN network as the model. Framework used - Tensorflow 2.4
text-classification embeddings cnn-classification tensorflow2 bert-embeddings bert-tokenizer dynamic-batch-size email-address-classifier important-ignore-email-classifier gpu-cuda-11
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May 17, 2022 - Python
NLP tutorial on fine-tuning the BERT model to classify IMDb reviews: mixed, positive, negative.
natural-language-processing sentiment-analysis transformers pytorch tensors tokenization bert-model bert-tokenizer review-classification bert-fine-tuning rule-based-classifier huggingface-transformers
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Nov 9, 2024 - Jupyter Notebook
A solution to the Kaggle competition ‘Contradictory, My Dear Watson’
python nlp machine-learning tensorflow transformers kaggle kaggle-competition nlp-machine-learning kaggle-dataset bert-model bert-tokenizer
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Apr 30, 2023 - Jupyter Notebook
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