Building a Large-scale Persona Dialog Dataset
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Publication date
2018-11-08
Authors
Zheng, Yinhe
Chen, Guanyi
Huang, Minlie
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Abstract
We proposed a primary version of a large scale multi-turn dialogue dataset in Chinese that contains over 25 million sessions of dialogues crawled from Weibo1. Diversified personality traits for each dialogue participant are collected to facilitate modelling persona in dialogues. Our dataset fills the blank of the resources for building personalised dialogue systems in open-domain conversations and can also serves as an important resource for a wide range of studies.
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Zheng, Y, Chen, G & Huang, M 2018, 'Building a Large-scale Persona Dialog Dataset', The workshop on natural language generation for human robot interaction, Tilburg, Netherlands, 8/11/18 - 8/11/18. < https://hbuschme.github.io/nlg-hri-workshop-2018/assets/papers/Zheng-NLG-HRI-Workshop-2018.pdf >, workshop