A Visual Guide to FastText Word Embeddings
A deep-dive into how FastText enriches word vectors with subword information
Recent Posts
Universal Sentence Encoder Visually Explained
A deep-dive into how Universal Sentence Encoder learns to generate fixed-length sentence embeddings
Exploring Knowledge Captured in Probability of Strings
An exploration of simple knowledge captured by language models
Zero-shot Text Classification With Generative Language Models
A text generation approach to zero-shot text classification with GPT-2
Zero Shot Learning for Text Classification
A summary of “Train Once, Test Anywhere” paper for zero-shot text classification