Tag

nlp

Deep Transfer Learning for NLP with Transformers

From Transfer Learning for Natural Language Processing by Paul Azunre

In this article, we cover some representative deep transfer learning modeling architectures for NLP that rely on a recently popularized neural architecture – the transformer – for key functions.

Detecting Word Types with POS Tagging, Part 2

From Getting Started with Natural Language Processing by Ekaterina Kochmar

This article shows you how to extract the meaningful bits of information from raw text and how to identify their roles. Once you have roles identified, you can move on to syntactic parsing.

Fun Uses for Word Vectors

In this video, Hobson shows you how to move words from inflammatory to less inflammatory context with the help of word vectors (Word2vec).

NLP Analysis of Large Text Datasets: conducted by Dr. Leonard Apeltsin

In this video, Dr. Leonard Apelstin demonstrates xClustering Large Text Datasets in Python.

Detecting Word Types with Part-of-Speech Tagging, part 1

From Getting Started with Natural Language Processing by Ekaterina Kochmar

This article shows you how to extract the meaningful bits of information from raw text and how to identify their roles. Let’s first look into why identifying roles is important.

Shallow Transfer Learning in NLP

From Transfer Learning for Natural Language Processing by Paul Azunre

This article delves into using shallow transfer learning to improve your NLP models.

Getting Started with Baselines

From Transfer Learning for Natural Language Processing by Paul Azunre

This article discusses getting started with baselines and generalized linear models.

Free eBook: Exploring Natural Language Processing

Free_eBook_Lane

Exploring Natural Language Processing is a free eBook with chapters selected by Hobson Lane.

Improving NLP Model Training Time and Efficiency

From Transfer Learning for Natural Language Processing by Paul Azunre

Everything You Need to Get Up and Running

From Essential Natural Language Processing by Ekaterina Kochmar

© 2021 Manning — Design Credits