Intermediate · Evaluation
Extreme Summarization (xsum)
Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.
TL;DR. A dataset evaluating LLMs on single-document summarization to a single sentence.
Technical Definition
A dataset evaluating LLMs on single-document summarization to a single sentence.
How it works
Extreme Summarization (XSum) is a dataset designed to test a language model's ability to create a concise, single-sentence summary from a longer document. Each data point includes a BBC news article and its corresponding one-sentence summary, pushing models to capture the core essence of the text.
Related Concepts
- Generative AI — An AI field focused on creating models that can generate novel and complex content, such as text, images, audio, and video, that is coherent and original.