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Tag: natural language processing

ALBERT explained: A Lite BERT

ALBERT explained: A Lite BERT

Chris6 January 20216 January 2021Leave a comment
Transformer models like GPT-3 and BERT have been really prominent in today’s Natural Language Processing landscape. They have built upon...
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Intuitive Introduction to BERT

Intuitive Introduction to BERT

Chris4 January 202113 January 20215 Comments
Transformers are taking the world of NLP by storm. After being introduced in Vaswani et al.’s Attention is all you...
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Intuitive Introduction to OpenAI GPT

Intuitive Introduction to OpenAI GPT

Chris2 January 202113 January 20213 Comments
Natural Language Processing is one of the fields where Machine Learning has really boosted progress in the past few years....
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Introduction to Transformers in Machine Learning

Introduction to Transformers in Machine Learning

Chris28 December 202013 January 20216 Comments
When you talk about Machine Learning in Natural Language Processing these days, all you hear is one thing – Transformers....
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How to perform Sentiment Analysis with Python, Machine Learning and HuggingFace Transformers

How to perform Sentiment Analysis with Python, Machine Learning and HuggingFace Transformers

Chris23 December 20207 January 2021Leave a comment
While human beings can be really rational at times, there are other moments when emotions are most prevalent within single...
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Question Answering with Python, Machine Learning and HuggingFace Transformers

Question Answering with Python, Machine Learning and HuggingFace Transformers

Chris21 December 20207 January 20212 Comments
In the last few years, Deep Learning has really boosted the field of Natural Language Processing. Especially with the Transformer...
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How to perform Text Summarization with Python, HuggingFace Transformers and Machine Learning

How to perform Text Summarization with Python, HuggingFace Transformers and Machine Learning

Chris21 December 20207 January 20213 Comments
Natural Language Processing is one of the key areas where Machine Learning has been very effective. In fact, whereas NLP...
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From vanilla RNNs to Transformers: a history of Seq2Seq learning

From vanilla RNNs to Transformers: a history of Seq2Seq learning

Chris21 December 202029 December 20205 Comments
Machine Learning has been playing an important role in Natural Language Processing over the past few years. Machine summarization, machine...
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Classifying IMDB sentiment with Keras and Embeddings, Dropout & Conv1D

Classifying IMDB sentiment with Keras and Embeddings, Dropout & Conv1D

Chris3 March 202028 April 20208 Comments
When using the Keras framework for deep learning, you have at your disposal a module called keras.datasets – which represents...
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