In this paper, we propose to leverage several multi-level structures to learn a VAE model for generating long, and coherent text. In particular, a hierarchy of ...
Feb 1, 2019 · In this paper, we investigate several multi-level structures to learn a VAE model to generate long, and coherent text. In particular, we use a ...
In this paper, we propose to leverage several multi-level structures to learn a VAE model for generating long, and coherent text. In particular, a hierarchy of ...
Sep 12, 2024 · Empirical results demonstrate that a multi-level VAE model produces more coherent and less repetitive long text compared to the standard VAE ...
Extensive experimental results demonstrate that the proposed multi-level VAE model produces more coherent and less repetitive long text compared to ...
Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models. Published in ACL, 2019. Recommended citation: Dinghan Shen, Asli ...
Aug 23, 2021 · Shen, D., et al.: Towards generating long and coherent text with multi-level latent variable models. In: ACL (2019). Google Scholar. [37].
[29] proposes a new hierarchical structure named hVAE to learn a generative model of two-layer latent variables to generate long text: the global latent ...
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Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models ... to-end architecture for text generation with latent variables.
Towards coherent and cohesive long-form text generation. Woon Sang ... Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models.