A Simple Method for Commonsense Reasoning

Benchmark Model Rank Results
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
coreference-resolution-on-winograd-schema-challengeEnsemble of 14 LMs#39Accuracy: 63.7
coreference-resolution-on-winograd-schema-challengeWord-level CNN+LSTM (partial scoring)#41Accuracy: 62.6
coreference-resolution-on-winograd-schema-challengeChar-level CNN+LSTM (partial scoring)#52Accuracy: 57.9