ERNIE: Enhanced Language Representation with Informative Entities

Benchmark Model Rank Results
linguistic-acceptability-on-colaERNIE#27Accuracy: 52.3%
natural-language-inference-on-multinliERNIE#28Matched: 84.0Mismatched: 83.2
natural-language-inference-on-qnliERNIE#24Accuracy: 91.3%
natural-language-inference-on-rteERNIE#52Accuracy: 68.8%
paraphrase-identification-on-quora-questionERNIE#14F1: 71.2
relation-classification-on-tacred-1BERT#4F1: 66.0
relation-classification-on-tacred-1ERNIE#6F1: 68.0
relation-extraction-on-tacredERNIE#23F1: 67.97
semantic-textual-similarity-on-mrpcERNIE#16Accuracy: 88.2%
semantic-textual-similarity-on-sts-benchmarkERNIE#20Pearson Correlation: 0.832
sentiment-analysis-on-sst-2-binaryERNIE#36Accuracy: 93.5