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Variable-Length Sequences in TensorFlow Part 2: Training a Simple BERT Model

sayak.dev · published 19 April 2022

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https://www.carted.com/
carted.com
https://www.carted.com/blog/variable-length-sequences-in-tensorflow-part-2/
carted.com
https://arxiv.org/abs/1810.04805
arxiv.org
https://www.kaggle.com/hijest/genre-classification-dataset-imdb
kaggle.com
https://developers.google.com/machine-learning/guides/text-classification
developers.google.com
https://www.tensorflow.org/tutorials/load_data/tfrecord
tensorflow.org
https://aclanthology.org/2021.emnlp-main.502/
aclanthology.org
https://tfhub.dev/tensorflow/bert_en_uncased_preprocess/3
tfhub.dev
https://github.com/carted/handling-variable-length-text-tf
github.com
https://www.tensorflow.org/guide/ragged_tensor
tensorflow.org
https://www.tensorflow.org/api_docs/python/tf/train/Int64List
tensorflow.org
https://github.com/carted/handling-variable-length-text-tf/blob/main/bert/data-preparation.ipynb
github.com
https://www.tensorflow.org/api_docs/python/tf/io/RaggedFeature
tensorflow.org
https://github.com/carted/handling-variable-length-text-tf/blob/main/bert/train-vanilla-bert.ipynb
github.com