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Articles by Deepak Moonat
Custom Named Entity Recognition using spaCy v3
This article was published as a part of the Data Science Blogathon. Introduction to Named Entity Recognition A named entity is a ‘real-world object’ that is assigned a name, for example, person, organization, or location. For more details, check my previous article on fine tune Bert for NER.
Fine-tune BERT Model for Named Entity Recognition in Google Colab
Datasets Intermediate NLP Python This article was published as a part of the Data Science Blogathon. Introduction Named Entity Recognition is a major task in Natural Language Processing (NLP) field. It is used to detect the entities in text for further use in the downstream tasks as some text/words are more informative and essential for a given context than others.
Hugging Face Transformers Pipeline Functions | Advanced NLP
This article was published as a part of the Data Science Blogathon. Objective This blog post will learn how to use the Hugging face transformers functions to perform prolonged Natural Language Processing tasks. Prerequisites Knowledge of Deep Learning and Natural Language Processing (NLP) Introduction duced in the paper Attention is all you need; it is an encoder-decoder architecture which means input processed (encoded) by one stack is used by (decoded) by another stack to generate the output.
Fine-tune BERT Model for Sentiment Analysis in Google Colab
This article was published as a part of the Data Science Blogathon Ie will learn how to Fine-tune a Pre-trained BERT model for the Sentiment analysis task. Prerequisites Working knowledge of Python and training neural networks using Tensorflow Introduction to BERT Model for Sentiment Analysis Sentiment Analysis is a major task in Natural Language Processing (NLP) field.
How to maintain your GitHub Profile?
Objective Hope you all know about GitHub profile? In this blog, you will learn about different GitHub activities. And, how you can manage it? Prerequisites Github Account and basic GIT knowledge A blog profile (for hands-on, not compulsory as it can be replicated to other workflows) Read this article to know what is Git and GitHub.
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