Top NLP Projects on Github You Should Get Your Hands-on [2021]

Top NLP Projects on Github You Should Get Your Hands-on [2021]

Top NLP Projects on Github You Should Get Your Hands-on [2021] - Artificial Intelligence has multiple branches, of which Natural language processing (NLP) has emerged as a powerful new-age tool. This project is a part of the Science of Success project. NLP goes back to the 1950s when Alan Turing released an article – “Computing Machinery and Intelligence”

Artificial Intelligence has multiple branches, of which Natural language processing (NLP) has emerged as a powerful new-age tool. NLP goes back to the 1950s when Alan Turing released an article – “ Computing Machinery and Intelligence” – that proposed a test (now known as the Turing test) involving automated interpretation and generation of natural human languages. Even so, NLP has only recently gained global recognition and popularity. 

What is Natural Language Processing?

Natural Language Processing is all about facilitating human-to-machine communications. It aims to train computers to understand, interpret, and manipulate natural human languages. NLP draws inspiration from multiple disciplines such as Artificial Intelligence, Computer Science, and Computational Linguistics. 

Humans communicate in their native languages such as English, Japanese, Spanish, etc., whereas computers speak in their native language, which is binary language. While computers cannot understand our natural human languages, machine language is mostly incomprehensible to most people.

This is where NLP enters to bridge the gap between human communication and computer understanding. Natural language processing empowers and trains computers to communicate with humans in their native language by helping them read texts, hear speech, interpret audio/text messages, measure sentiment, and much more. 

With the explosion of data brought about by the everyday interactions and transactions in the digital world, natural language processing has become more crucial for businesses. Thanks to NLP, companies can harness vast volumes of raw business data, social media chatter, etc., to make sense of data and take data-oriented decisions. 

In this article, we will list 12 NLP projects on GitHub to inspire you! Working on these projects will help enrich your domain knowledge and sharpen your real-world skills.

Top GitHub NLP Projects

1. Paraphrase Identification

2. Document Similarity

3. Text-Prediction

4. The Science of Genius

5. Extract stock sentiment from news headlines

6. Intelligent bot

7. CitesCyVerse

8. Data Science Capstone – Data processing scripts

9. Script generator

10. Reddit stock prediction

11. Me_Bot

12. Speech emotion analyzer

github nlp projects

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