Collection of Notebooks for Natural Language Processing with PyTorch

Neural Phrase Maker: 🖥️✨🤖 Generating the acronyms for N-P-M using Machine Learning.

Machine translation system for two language: Chinese to English and Vietnamese to English

Enhanced awesome-align for low-resource languages and noise simulation: https://arxiv.org/abs/2301.09685

UNIVERSITY OF ROEHAMPTON LONDON

Detect and classify toxic behavior in social media comments using a bidirectional LSTM-based neural network. Achieved precision of 0.932 and recall of 0.733. Applications include customer service, reputation management, and market research. Real-time predictions available via a Gradio app. Future scope includes multi-lingual sentiment analysis.

🎗 Neural Machine Translation (nmt) repository contains an end-to-end deep artificial neural network for machine translation and language identification based on south-african-languages.

Neuropathy can cause various symptoms, such as numbness, pain, weakness, or problems with organ functions. There are many possible causes of neuropathy, such as diabetes, infections, injuries, toxins, or inherited conditions

This repository focuses on developing machine translation and NLP tools specifically for African languages. Join us in addressing the challenges and opportunities in this vital area of language technology! 🛠️🌍