5 posts tagged with "nlp"

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  How to Implement Gradient Explanations for a HuggingFace Text Classification Model (Tensorflow 2.0)

  Attribution based explanations via vanilla gradients for Huggingface BERT text classification models.

  April 29th 2022

  machine learning, howto, nlp, visualization
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  How to Finetune BERT for Text Classification (HuggingFace Transformers, Tensorflow 2.0) on a Custom Dataset

  Predict classes using HuggingFace Transformers Tensorflow 2.0 on your custom dataset.

  April 25th 2022

  machine learning, howto, nlp
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  How to Implement Extractive Summarization with BERT in Pytorch

  How to Implement Extractive Summarization (as Sentence Classification) using HuggingFace BERT models in Pytorch

  August 27th 2021

  how to, nlp, machine learning
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  Neural Extractive Summarization with BERT

  Overview of Extractive Summarization using BERT Based Models

  August 22nd 2021

  research, nlp, machine learning
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  How to Explain HuggingFace BERT for Question Answering NLP Models with Tensorflow 2.0

  Using gradients to visualize what parts of the question/passage most impact the predicted answer.

  July 22nd 2020

  machine learning, nlp, tensorflow, how to