Categories: AI/ML Research

Example Applications of Text Embedding

This post is divided into five parts; they are: • Recommendation Systems • Cross-Lingual Applications • Text Classification • Zero-Shot Classification • Visualizing Text Embeddings A simple recommendation system can be created by finding a few of the most similar items to the target item.

Getting Started with Zero-Shot Text Classification

Zero-shot text classification is a way to label text without first training a classifier on your own task-specific dataset.

April 21, 2026

In "AI/ML Research"

Multi-Label Text Classification with Scikit-LLM

Text classification typically boils down to scenarios where a product review is "positive" or "negative", or a customer inquiry belongs to one category or another.

June 12, 2026

In "AI/ML Research"

Building a Binary Classification Model in PyTorch

PyTorch library is for deep learning. Some applications of deep learning models are to solve regression or classification problems. In this post, you will discover how to use PyTorch to develop and evaluate neural network models for binary classification problems. After completing this post, you will know: How to load…

February 4, 2023

In "AI/ML Research"

AI Generated Robotic Content