Paper: Thoughtland: Natural Language Descriptions for Machine Learning n-dimensional Error Functions

ACL ID W13-2129
Title Thoughtland: Natural Language Descriptions for Machine Learning n-dimensional Error Functions
Venue European Workshop on Natural Language Generation
Session
Year 2013
Authors

This demo showcases Thoughtland, an end-to-end system that takes training data and a selected machine learning model, produces a cloud of points via cross- validation to approximate its error func- tion, then uses model-based clustering to identify interesting components of the er- ror function and natural language genera- tion to produce an English text summariz- ing the error function.