Search Results for author: Lingyuan Zhang

Found 2 papers, 2 papers with code

Date Published Github Stars

Controllable Text Generation via Probability Density Estimation in the Latent Space

1 code implementation • 16 Dec 2022 • Yuxuan Gu, Xiaocheng Feng, Sicheng Ma, Lingyuan Zhang, Heng Gong, Weihong Zhong, Bing Qin

Previous work on controllable text generation has explored the idea of control from the latent space, such as optimizing a representation with attribute-related classifiers or sampling a representation from relevant discrete samples.

Attribute Density Estimation +1

41
Paper
Code

A Distributional Lens for Multi-Aspect Controllable Text Generation

1 code implementation • 6 Oct 2022 • Yuxuan Gu, Xiaocheng Feng, Sicheng Ma, Lingyuan Zhang, Heng Gong, Bing Qin

Multi-aspect controllable text generation is a more challenging and practical task than single-aspect control.

Attribute Decoder +1

41
Paper
Code
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