Domain and Function: A Dual-Space Model of Semantic Relations and Compositions
Table 20: Performance of the models on the evaluation dataset.
['Algorithm', 'Correlation for each phrase type ad-nn', 'Correlation for each phrase type nn-nn', 'Correlation for each phrase type vb-ob', 'Correlation for each phrase type avg', 'Comment']
We use the development set to tune the parameters for all three approaches. For vector addition, ab is represented by a+b and cd is represented by c+d. The similarity of ab and cd is given by the cosine of the two vectors.