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  1. DS-Log DS-Log Public

  2. contextual_embeddings contextual_embeddings Public

    Exploring Contextual Embedding like BERT

    Jupyter Notebook

  3. bias_detection bias_detection Public

    Visualize underlying bias in word2vec embeddings for various themes

    Jupyter Notebook

  4. elmo_embeddings elmo_embeddings Public

    Introduction to ELMo and its usage

    Jupyter Notebook

  5. BERT-Classification BERT-Classification Public

    Example to fine tune pre-trained BERT embedding for Custom Classification task

    Jupyter Notebook

  6. XLNet_classification XLNet_classification Public

    XLNET is transformer based model which tries to improves on BERT's drawbacks by training on permutations of the masked tokens. Example to fine tune pre-trained XLNet model

    Jupyter Notebook