A Simple Method for Commonsense Reasoning

Benchmark Model Rank Results
coreference-resolution-on-winograd-schemaEnsemble of 14 LMs#39Accuracy: 63.7
coreference-resolution-on-winograd-schemaWord-level CNN+LSTM (partial scoring)#41Accuracy: 62.6
coreference-resolution-on-winograd-schemaChar-level CNN+LSTM (partial scoring)#52Accuracy: 57.9
natural-language-understanding-on-pdp60Word-level CNN+LSTM (full scoring)#5Accuracy: 60.0
natural-language-understanding-on-pdp60Word-level CNN+LSTM (partial scoring)#7Accuracy: 53.3