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ISCAS at SemEval-2020 Task 5: Pre-trained Transformers for Counterfactual Statement Modeling [article]

Yaojie Lu and Annan Li and Hongyu Lin and Xianpei Han and Le Sun
2020 arXiv   pre-print
ISCAS participated in two subtasks of SemEval 2020 Task 5: detecting counterfactual statements and detecting antecedent and consequence.  ...  This paper describes our system which is based on pre-trained transformers. For the first subtask, we train several transformer-based classifiers for detecting counterfactual statements.  ...  We employ three different pre-trained transformers in our submission for SemEval 2020 Task 5 official evaluation: BERT (Devlin et al., 2019) , ALBERT (Lan et al., 2020) , and RoBERTa (Liu et al., 2020  ... 
arXiv:2009.08171v1 fatcat:guts2ddkmrbsvhn4y6rkpzffq4

ISCAS at SemEval-2020 Task 5: Pre-trained Transformers for Counterfactual Statement Modeling

Yaojie Lu, Annan Li, Hongyu Lin, Xianpei Han, Le Sun
2020 Proceedings of the Fourteenth Workshop on Semantic Evaluation   unpublished
ISCAS participated in two subtasks of SemEval 2020 Task 5: detecting counterfactual statements and detecting antecedent and consequence.  ...  This paper describes our system which is based on pretrained transformers. For the first subtask, we train several transformer-based classifiers for detecting counterfactual statements.  ...  We employ three different pre-trained transformers in our submission for SemEval 2020 Task 5 official evaluation: BERT (Devlin et al., 2019) , ALBERT (Lan et al., 2020) , and RoBERTa (Liu et al., 2020  ... 
doi:10.18653/v1/2020.semeval-1.85 fatcat:jhu5qumeqrhoxhah6syryxrmy4