fowler.corpora

fowler.corpora is software to create vector space models for distributional semantics.

It is possible to instantiate a vector space from

• Brown corpus
• British National Corpus
• ukWaC and WaCkypedia

The weighting schemes include:

• PMI
• PPMI
• nITTF

The implemented experiments are:

• Word similarity
  • SimLex-999
  • Men
• Sentence similarity
  • KS14

Chnagelog

0.3

• Documentation update: installation instructions, similarity experiment quick start.
• Correlation and Eucliedean similarities are computed.
• PMI variants and parameters.
• Frobenious operators.
• Word2vec space import.