10+ Best Articles on NLP
The most useful articles and videos on NLP from around the web—beginners to advanced—curated by thought leaders and our community. We focus on timeless pieces and update the list whenever we discover new, must-read articles or videos—make sure to bookmark and revisit this page.
Top 5 NLP Articles
At a glance: these are the articles that have been most read, shared, and saved on NLP by Refind users in 2023.
Videos
Watch a video to get a quick overview.
How BERT helps Google Search understand language
Learn more about one of the biggest leaps forward in the history of Search: BERT. Subscribe to our Channel: https://www.youtube.com/googleTweet with us on Tw...
NLP for Developers: Trailer
Introducing "NLP for Developers"! In this series of short videos you'll learn: - What a specific NLP tool is & how it works - When you should consider using ...
What is ...?
New to #NLP? These articles make an excellent introduction.
Introduction: Deep Learning for Chatbots
Many companies hope to develop bots to have natural conversations indistinguishable from human ones by using NLP & Deep Learning techniques to make it possible.
How to ...?
How to solve 90% of NLP problems: a step-by-step guide
Using Machine Learning to understand and leverage text.
How to Build a Chatbot — A Lesson in NLP
A 5 step NLP process can help you design simple chatbots
How To Get Into Natural Language Processing
We’re at a very unique point in history where natural language interfaces are beginning to dominate the ways that we interact with our machines. With largely available datasets and open source frameworks, working on NLP problems has never been more accessible.
Short Articles
Short on time? Check out these useful short articles on NLP—all under 10 minutes.
Learning Language is Harder Than You Think
Sure, kids imitate their parents, but that’s just a small part of the story
Noam Chomsky and GPT-3
Are large language models a good model of *human* language?
New and Improved Embedding Model
We are excited to announce a new embedding model which is significantly more capable, cost effective, and simpler to use. The new model, text-embedding-ada-002, replaces five separate models for text…
The Power of Natural Language Processing
How companies can use NLP to help with brainstorming, summarizing, and researching.
NLP Interview Questions
What is NLP, and what types of questions related to NLP can you expect at the NLP-related job interviews?
Long Articles
These are some of the most-read long-form articles on NLP.
Do Large Language Models Understand Us?
Large language models (LLMs) represent a major advance in artificial intelligence and, in particular, toward the goal of human-like artificial general intelligence. It is sometimes claimed, though,…
Better Language Models and Their Implications
We’ve trained a large-scale unsupervised language model which generates coherent paragraphs of text, achieves state-of-the-art performance on many language modeling benchmarks, and performs…
Are Language Models Deprived of Electric Sleep?
A detailed, step-by-step, account of writing with GPT-3.
On-page SEO for NLP
An overview of on-page SEO for natural language processing, including an introduction to NLP and 10 tips on how to write for NLP and Featured Snippets.
Deep Learning Illustrated: Building Natural Language Processing Models
Many thanks to Addison-Wesley Professional for providing the permissions to excerpt “Natural Language Processing” from the book, Deep Learning Illustrated by Krohn, Beyleveld, and Bassens. The excerpt…
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