Interpretable Compositional Phrase Representations

This web page is in support of:
Alona Fyshe, Leila Wehbe, Partha Talukdar, Brian Murphy, and Tom Mitchell. A Compositional and Interpretable Semantic Space.
The 2015 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL HLT 2015), Denver, CO. 2015.
pdf Supplementary Material

The table below shows the CNNSE representations for the composed meaning of the adjective noun phrase pairs sorted by behavioral similarity scores (Mitchell & Lapata, 2010).
Each line of gray colored cells shows a phrase pair. Rows below a phrase pair contain the top scoring dimensions for each phrase (and the score). The dimensions are sorted by the score for the particular phrase. Red colored cells indicate those dimensions shown which are shared between the two composed meanings.
The behavioral similarity scores (behav sim score) are shown in the table heading for the first phrase of the pair.
Scores range 1-7; high scores indicate a more similar phrase pair.