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Blog ยป Natural Language Processing

BERT and Transformer

Natural Language Processing

10 Things You Need to Know About BERT and the Transformer Architecture That Are Reshaping the AI Landscape

Few areas of AI are more exciting than NLP right now. In recent years language models (LM), which can perform human-like linguistic tasks, have evolved to perform better than anyone could have exp...

by Cathal Horan

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LDA Topic Modeling

Latent Dirichlet Allocation (LDA) Tutorial: Topic Modeling of Video Call Transcripts (With Zoom)

by Brain John, March 11th, 2021

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Transfer learning

Transfer Learning Guide: A Practical Tutorial With Examples for Images and Text in Keras

by Derrick Mwiti, March 3rd, 2021

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Wasserstein Distance

Wasserstein Distance and Textual Similarity

by Cathal Horan, February 24th, 2021

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Word embeddings custom datasets

Training, Visualizing, and Understanding Word Embeddings: Deep Dive Into Custom Datasets

by Cathal Horan, January 25th, 2021

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PyLDAvis tool

pyLDAvis: Topic Modelling Exploration Tool That Every NLP Data Scientist Should Know

by Khuyen Tran, November 16th, 2020

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AI Limits: Can Deep Learning Models Like BERT Ever Understand Language?

by Cathal Horan, November 11th, 2020

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How to Structure and Manage Natural Language Processing (NLP) Projects

by Dhruvil Karani, October 12th, 2020

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Sentiment analysis in Python

Sentiment Analysis in Python: TextBlob vs Vader Sentiment vs Flair vs Building It From Scratch

by Shahul ES, October 9th, 2020

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Data Augmentation in NLP: Best Practices From a Kaggle Master

by Shahul ES, July 20th, 2020

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The Best NLP/NLU Papers from the ICLR 2020 Conference

by Kamil Kaczmarek, May 7th, 2020

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text classification kaggle tips and tricks

Text Classification: All Tips and Tricks from 5 Kaggle Competitions

by Shahul ES, April 21st, 2020

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Document classification featured

Document Classification: 7 Pragmatic Approaches for Small Datasets

by Shahul ES, March 6th, 2020

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