Neptune blog

In-Depth Articles for Machine Learning Practitioners

Data Augmentation in NLP: Best Practices From a Kaggle Master

There are many tasks in NLP from text classification to question answering but whatever you do the amount of data you have […]

The Best NLP/NLU Papers from the ICLR 2020 Conference

The International Conference on Learning Representations (ICLR) took place last week, and I had a pleasure to participate in it. ICLR is […]

text classification kaggle tips and tricks

Text Classification: All Tips and Tricks from 5 Kaggle Competitions

In this article, I will discuss some great tips and tricks to improve the performance of your text classification model. These tricks […]

Document Classification: 7 Pragmatic Approaches for Small Datasets

Document or text classification is one of the predominant tasks in Natural language processing. It has many applications including news type classification, […]

Exploratory Data Analysis for Natural Language Processing: A Complete Guide to Python Tools

Exploratory data analysis is one of the most important parts of any machine learning workflow and Natural Language Processing is no different. […]