NLP

An interactive exploration of how Google’s Universal Sentence Encoder captures semantic context, visualized using graph databases. Read the full article on Medium → Originally published on Medium’s Data Science publication. This is one of my favorite articles showcasing the power of semantic embeddings through visual exploration.

Exploring how to improve DSPy optimizers using hard negative examples to enhance model performance. Read the full article on Medium → Originally published on Medium’s Data Science publication.

Learn how to create custom datasets in PyTorch for text and machine translation tasks with practical examples. Read the full article on Medium → Originally published on Medium’s Data Science publication.