YNU-HPCC at SemEval-2018 Task 3: Ensemble Neural Network Models for Irony Detection on Twitter
Bo Peng, Jin Wang, Xuejie Zhang · 2018
This paper describes our proposed to participate in the first year of the irony detection in English tweets competition.Previous works have demonstrated that long short-term memory models have achieved remarkable performance in natural language processing; moreover, combining multiple classifications from various individual classifiers is generally more powerful than a single classification.In order to obtain more precise irony detection classification, our system trains several individual neural network classifiers and combines their results according to the ensemble-learning algorithm.