SemanticScuttle - klotz.me

klotz: text* + transformers* + nlp*

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1. BERT — Intuitively and Exhaustively Explained

   This article explains BERT, a language model designed to understand text rather than generate it. It discusses the transformer architecture BERT is based on and provides a step-by-step guide to building and training a BERT model for sentiment analysis.

   2024-08-24 Tags: bert, embedding, transformers, natural language processing, sentiment analysis, machine learning by klotz
2. How to Fine-Tune BERT for Sentiment Analysis with Hugging Face Transformers

   This tutorial covers fine-tuning BERT for sentiment analysis using Hugging Face Transformers. Learn to prepare data, set up environment, train and evaluate the model, and make predictions.

   2024-06-06 Tags: bert, sentiment analysis, hugging face, transformers, natural language processing, machine learning, pytorch, data science by klotz
3. T5 text-to-text Transformers

   2023-06-29 Tags: t5, text, nlp, encoder -decodet, bert, transformers by klotz
4. zero-shot-pipeline-sentiment.ipynb - Colaboratory

   2020-08-28 Tags: colab, google, notebook, huggingface, transformers, gpt-2, nlp, deep learning, classification, text, zero-shot by klotz

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