Zero-Shot Text Classification
Learn the basics of Zero Shot Learning and Text Classification using Zero Shot Learning
12 Tutorials
0 Exercises
Intermediate Level
100% Online
Self-paced
Our Alumni Work At
About this course
Contributors & Instructors
What you will learn?
Course Content
1. Introduction
2
Overview of Zero-shot Learning
Zero-shot vs Transfer Learning
2. Zero-shot Learning in NLP
4
Introduction
Latent Embedding
Text-Aware Representation of Sentences (TARS)
Natural Language Inference
3. Hands-on Zero-shot Text Classification
4
Dataset Overview
Implementation
Summary of Results
Limitations of Zero-shot Classification
4. Few-shot Classification
2
Implementation
Summary of Results
