Implementing Transformers in NLP Under 5 Lines Of Codes
ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Today, we will see a gentle introduction to the transformers …
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Introduction to Hugging Face’s Transformers v4.3.0 and its First Automatic Speech Recognition Model – Wav2Vec2
ArticleVideo Book Overview Hugging Face has released Transformers v4.3.0 and it introduces the first Automatic Speech Recognition model to the library: Wav2Vec2 Using one …
Implementation of Attention Mechanism for Caption Generation on Transformers using TensorFlow
ArticleVideo Book Overview Learning about the state of the art model that is Transformers. Understand how we can implement Transformers on the already seen …
Emotion classification on Twitter Data Using Transformers
ArticleVideo Book Introduction The world of Natural language processing is recently overtaken by the invention of Transformers. Transformers are entirely indifferent to the conventional …
Out-of-the-box NLP functionalities for your project using Transformers Library!
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction In this tutorial, you will learn how you can …
Transfer Learning for NLP: Fine-Tuning BERT for Text Classification
ArticleVideo Book Introduction With the advancement in deep learning, neural network architectures like recurrent neural networks (RNN and LSTM) and convolutional neural networks (CNN) …
Facebook AI Launches DEtection TRansformer (DETR) – A Transformer based Object Detection Approach!
ArticleVideo Book Introduction Every once in a while, a machine learning framework or library changes the landscape of the field. Today, Facebook open sourced …
Key Takeaways from ICLR 2020 (with a Case Study on PyTorch vs. TensorFlow)
ArticleVideo Book Introduction I had the pleasure of volunteering for ICLR 2020 last week. ICLR, short for International Conference on Learning Representations, is one …
A Comprehensive Guide to Build your own Language Model in Python!
ArticleVideo BookInterview Quiz Overview Language models are a crucial component in the Natural Language Processing (NLP) journey These language models power all the popular …
