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ResearchFormerly WizWand

Natural Language Inference on SciTail (dev)

98.2AccuracyALUM_ROBERTA-LARGE-SMART
94.14495.19796.2597.303Jan 31, 2019Apr 15, 2019Jun 28, 2019Sep 10, 2019Nov 23, 2019Feb 5, 2020Apr 20, 2020
Updated 8mo ago

Evaluation results

MethodLinks
ALUM_ROBERTA-LARGE-SMARTBackbone=RoBERTa-Large, Adversarial Pre-training=ALUM, Adversarial Fine-tuning=SMART2020.0498.2
ALUM_ROBERTA-LARGEBackbone=RoBERTa-Large, Adversarial Pre-training=ALUM2020.0497.4
MT-DNN-SMART_LARGE_V0backbone=BERT-Large, architecture=MT-DNN, framework=SMART, version=v02019.1196.6
MT-DNN_LARGEbackbone=BERT-Large, architecture=MT-DNN2019.1196.3
MT-DNNModel Architecture=LARGE2019.0196.3
MT-DNN_LARGEBackbone=MT-DNN-Large2020.0496.3
SMART_BERT-LARGEbackbone=BERT-Large, framework=SMART2019.1196.2
MT-DNN-SMART_BASEbackbone=BERT-Base, architecture=MT-DNN, framework=SMART2019.1196.1
MT-DNN-SMART_BASE_V0backbone=BERT-Base, architecture=MT-DNN, framework=SMART, version=v02019.1196
MT-DNN_BASEbackbone=BERT-Base, architecture=MT-DNN2019.1195.8
BERT_LARGEbackbone=BERT-Large2019.1195.7
MT-DNNModel Architecture=BASE2019.0195.7
BERTModel Architecture=LARGE2019.0195.7
BERT_LARGEBackbone=BERT-Large2020.0495.7
SMART_BERT-BASEbackbone=BERT-Base, framework=SMART2019.1194.8
BERT_BASEbackbone=BERT-Base2019.1194.3
BERTModel Architecture=BASE2019.0194.3