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We propose a residual CNN-LSTM with attention (RCLA) model for this task. Our model combines CNN and LSTM layers to capture both local and long-range contextual information for tweet representation. ... Thus, in SemEval-2018 Task 2 an interesting and challenging task is proposed, i.e., predicting which emojis are evoked by text-based tweets. ... Acknowledgments The authors thank the reviewers for their insightful comments and constructive suggestions on improving this work. This work was sup- ...doi:10.18653/v1/s18-1063 dblp:conf/semeval/WuWWYLH18 fatcat:ttllgqelozb4vbbga5ousddjwe