Calculating word similarities through distributional semantics
Corpus from http://www.cl.cam.ac.uk/~ltf24/sv2corpus.html
- Window size = 5 (n=2 for lookahead / prior)
- 20 Most frequent words as vector dimensions
- Closed class / Stop words & Punctuation removed
President / President : 0.9999999999999998
President / Obama : 0.7017519358823336
President / Bush : 0.27708548465883925
President / Afghanistan : 0.4653789209955172
President / Iraq : 0.21846572437632575
President / War : 0.503789467685854
Obama / Afghanistan : 0.5422034324408617
Obama / bush : 0.677365935537998
Obama / Iraq : 0.22048945572563855
Obama / war : 0.398295068583001
Bush / Afghanistan : 0.2766475001553213
Bush / iraq : 0.2091386551365156
Bush / war : 0.2497876857366484
afghanistan / iraq : 0.3787048546649207
afghanistan / war : 0.5564148840746571
iraq / war : 0.4029962965556805