Instructions for NAACL-HLT 2019 Proceedings
Table 1: Inverter Functions Accuracy, we calculate the accuracy of our inverter networks in correctly recovering the pairs of subject and relation from the test set of our benchmarks.
['[EMPTY]', '[BOLD] WordNet DistMult', '[BOLD] WordNet ConvE', '[BOLD] YAGO DistMult', '[BOLD] YAGO ConvE']
We evaluate the performance of our inverter networks (one for each model/dataset) on correctly recovering the pairs of subject and relation from the test set of our benchmarks, given the zs,r. The accuracy of recovered pairs ( As shown, our networks achieve a very high accuracy, demonstrating their ability to invert vectors zs,r to {s,r} pairs.