Beginner · NLP
Generated text
Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.
TL;DR. Text produced by a machine learning model, often used in evaluating the performance of language models against human-created reference texts.
Technical Definition
Text produced by a machine learning model, often used in evaluating the performance of language models against human-created reference texts.
How it works
Generated text refers to any output in the form of text created by an AI model. In the context of natural language processing (NLP), evaluating models often involves comparing the text they generate to a 'reference text,' which is typically human-written. This comparison helps measure the quality, accuracy, and fluency of the model's output.
Related Concepts
- Large Language Model (LLM) — A massive neural network trained on vast text corpora to understand and generate human language with remarkable fluency.
- Evaluation — The process of measuring a model's quality or comparing different models.
- 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.