DigiMo——在新加坡开发一个情感智能聊天机器人

Andreea Niculescu, Ivan Kukanov, Bimlesh Wadhwa
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引用次数: 4

摘要

这篇论文是关于具有情商的聊天机器人DigiMo开发工作的进展报告。聊天机器人的开发是基于数据收集和新加坡当地人表达真实情感的真实对话的注释。这些模型是用开源的序列对序列深度神经网络cakechat进行训练的。来自自动测试的困惑度测量,以及来自6位专家评估者的反馈,证实了聊天机器人的答案具有很高的准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
DigiMo - towards developing an emotional intelligent chatbot in Singapore
The paper is a work in progress report on the development of DigiMo, a chatbot with emotional intelligence. The chatbot development is based on a data collection and annotations of real dialogues between local Singaporeans expressing genuine emotions. The models were trained with cakechat, an open source sequence-to-sequence deep neural network. Perplexity measurements from automatic testing, as well as feedback from 6 expert evaluators confirmed the chatbot answers have high accuracy.
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