88 citations · 131 across the 21 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.CL2020★ 1 cited
Improving Variational Autoencoder for Text Modelling with Timestep-Wise Regularisation
Ruizhe Li, Xiao Li, Guanyi Chen +1
The Variational Autoencoder (VAE) is a popular and powerful model applied to text modelling to generate diverse sentences. However, an issue known as posterior collapse (or KL loss…
cs.CL2020
Lessons from Computational Modelling of Reference Production in Mandarin and English
Guanyi Chen, Kees van Deemter
Referring expression generation (REG) algorithms offer computational models of the production of referring expressions. In earlier work, a corpus of referring expressions (REs) in…
cs.CL2020
Listener's Social Identity Matters in Personalised Response Generation
Guanyi Chen, Yinhe Zheng, Yupei Du
Personalised response generation enables generating human-like responses by means of assigning the generator a social identity. However, pragmatics theory suggests that human being…