Emocnn: Encoding emotional expression from text to word vector and classifying emotions—a case study in thai social network conversation

We present EmoCNN, a collection of specially-trained word embedding layer and convolutional neural network model for the classification of conversational texts into 4 types of emotion. This model is part of a chatbot for depression evaluation. The difficulty in classifying emotion from conversationa...

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Bibliographic Details
Main Authors: Konlakorn Wongpatikaseree, Yongyos Kaewpitakkun, Sumeth Yuenyong, Siriwon Matsuo, Panida Yomaboot
Other Authors: Siriraj Hospital
Format: Article
Published: 2022
Subjects:
Online Access:https://repository.li.mahidol.ac.th/handle/123456789/76979
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Institution: Mahidol University