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Title: How to Paraphrase Text using Transformers in Python - The Python Code

Open Graph Title: How to Paraphrase Text using Transformers in Python - The Python Code

X Title: How to Paraphrase Text using Transformers in Python - The Python Code

Description: Explore different pre-trained transformer models in transformers library to paraphrase sentences in Python.

Open Graph Description: Explore different pre-trained transformer models in transformers library to paraphrase sentences in Python.

X Description: Explore different pre-trained transformer models in transformers library to paraphrase sentences in Python.

Opengraph URL: https://thepythoncode.com/article/paraphrase-text-using-transformers-in-python

X: @ThePythonCode1

direct link

Domain: thepythoncode.com

authorAbdeladim Fadheli
date2022-01-24T18:55:07.718000+00:00
categoryMachine Learning, Natural Language Processing
og:typewebsite
og:imagehttps://thepythoncode.com/media/articles/paraphrasing-tutorial-with-transformers-in-python.png
og:image:width600
og:image:height315
twitter:cardsummary_large_image
twitter:imagehttps://thepythoncode.com/media/articles/paraphrasing-tutorial-with-transformers-in-python.png
twitter:image:altHow to Paraphrase Text using Transformers in Python

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Huggingface transformers libraryhttps://github.com/huggingface/transformers
text paraphraserhttps://questgenius.com/paraphraser/
Pegasus transformerhttps://arxiv.org/abs/1912.08777
PegasusForConditionalGenerationhttps://huggingface.co/docs/transformers/model_doc/pegasus#transformers.PegasusForConditionalGeneration
text generationhttps://thepythoncode.com/article/text-generation-with-transformers-in-python
model.generate()https://huggingface.co/docs/transformers/v4.15.0/en/main_classes/model#transformers.generation_utils.GenerationMixin.generate
this blog posthttps://huggingface.co/blog/how-to-generate
model.generate()https://huggingface.co/docs/transformers/v4.15.0/en/main_classes/model#transformers.generation_utils.GenerationMixin.generate
model card herehttps://huggingface.co/tuner007/pegasus_paraphrase
T5 architecture modelhttps://arxiv.org/abs/1910.10683
the PAWS datasethttps://arxiv.org/abs/1904.01130
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machine translationhttps://thepythoncode.com/article/machine-translation-using-huggingface-transformers-in-python
text summarizationhttps://thepythoncode.com/article/text-summarization-using-huggingface-transformers-python
model card herehttps://huggingface.co/Vamsi/T5_Paraphrase_Paws
Parrothttps://github.com/PrithivirajDamodaran/Parrot_Paraphraser/
Parrot Paraphraser repository herehttps://github.com/PrithivirajDamodaran/Parrot_Paraphraser/
herehttps://thepythoncode.com/code/paraphrase-text-using-transformers-in-python
herehttps://colab.research.google.com/drive/1bPfvSF7bJqDfw9ZMgfIZPd1Bk-fW7AJY?usp=sharing
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Learn how to use Huggingface transformers and PyTorch libraries to summarize long text, using pipeline API and T5 transformer model in Python.https://thepythoncode.com/article/text-summarization-using-huggingface-transformers-python
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Speech Recognition using Transformers in Pythonhttps://thepythoncode.com/article/speech-recognition-using-huggingface-transformers-in-python
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