Prototype of the PoP Word Embedding Method

Material and results related to the Positive-only projection (PoP) Word Embedding Method. 

Related Codes:

• A Prototype in Java
• A Prototype in Python

Trained Vectors:

Vectors used for reporting results in  Qasemizadeh (2017), et. al. Each line of these files represents a word and a dense representation of its vector separated by space chars. 

• Basic Vectors, 5+5 Context-Window;
• Meta-Embedded Vectors (obtained by summing basic vectors of 5+5 to 10+10);
• Retrofitted Vectors.