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Smash at SemEval-2020 Task 7: Optimizing the Hyperparameters of ERNIE 2.0 for Humor Ranking and Rating

J. A. Meaney, Steven Wilson, Walid Magdy
2020 Proceedings of the Fourteenth Workshop on Semantic Evaluation   unpublished
Our entry to SemEval uses ERNIE 2.0, a language model which is pre-trained on a large number of tasks to enrich the semantic and syntactic information learned.  ...  We optimize the hyperparameters in a regression and classification model and find that the hyperparameters we selected helped to make bigger gains in the classification model than the regression model.  ...  the University of Edinburgh.  ... 
doi:10.18653/v1/2020.semeval-1.137 fatcat:7rwmriceknh3pogcvhs5znh2ey