ntuer at SemEval-2019 Task 3 : Emotion classification with word and sentence representations in RCNN

• Main Authors: Zhong, Peixiang, Miao, Chunyan
• Other Authors: School of Computer Science and Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2019
• Subjects: Emotions; Data Preprocessing; Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/106025; http://hdl.handle.net/10220/49236
• Institution: Nanyang Technological University

In this paper we present our model on the task of emotion detection in textual conversations in SemEval-2019. Our model extends the Recurrent Convolutional Neural Network (RCNN) by using external fine-tuned word representations and DeepMoji sentence representations. We also explored several other co...