Skip to content

Evaluate word representations for knowledge of category structure

License

Notifications You must be signed in to change notification settings

ariaaay/CategoryEval

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

30 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Research code for evaluating category knowledge acquired by neural networks.

Usage

Classification Performance

A measure how well pairs of learned representations can be correctly judged to belong to the same category

Divergence-from-Prototype

A measure of how abstract learned representations are.

Category-Spread

A measure of spread between learned representations that belong to the same category

Silhouette Score

A measure of how well the similarity structure of learned representations captures the gold category structure

Compatibility

Developed on Ubuntu 18.04 and Python 3.7

About

Evaluate word representations for knowledge of category structure

Resources

License

Stars

Watchers

Forks

Packages

No packages published

Languages

  • Python 100.0%