Symmetric Pattern Based Word Embeddings for Improved Word Similarity Prediction

Embeddings

Below are the SP-embeddings with support for antonyms. More details in the file.

• sp+ (dim=300)
• sp+ (dim=500)
• sp+ (dim=10000)

Dataset

The data for the antonomy as word analogy can be found [here]

Code For Extracting Symmetric Patterns from Plain Text

An implementation of the (Davidov & Rappoprt, 2006) code extracting SPs from plain text can be found [here]