A neural network layer that enables training of deep neural networks directly from crowdsourced labels (e.g. from Amazon Mechanical Turk) or, more generally, labels from multiple annotators with different biases and levels of expertise.

Automated Essay Scoring on The Hewlett Foundation dataset on Kaggle

Using machine learning & deep learning to analyze the News

Repository for My HuggingFace Natural Language Processing Projects

A Python package with ready-to-use models for various NLP tasks and text preprocessing utilities. The implementation allows fine-tuning.

Kotlin offline text regression engine using custom phrase-to-score training, ideal for sentiment analysis and lightweight NLP applications. Built with Kotlin, suitable for AI and embedded systems.

SAFE-6G Cognitive coordinator.