Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent
Variable Inference for Text Generation

Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation

13 July 2022

Jinyi Hu

Maosong Sun

Xing Xie

Papers citing "Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation"

17 / 17 papers shown

Title
Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment Jianfei Zhang Jun Bai B. Li Yanmeng Wang Rumei Li Chenghua Lin Wenge Rong 39 0 0 31 Dec 2024
Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders Yingji Zhang Danilo S. Carvalho Marco Valentino Ian Pratt-Hartmann André Freitas DRL 30 5 0 01 Feb 2024
Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders Yingji Zhang Marco Valentino Danilo S. Carvalho Ian Pratt-Hartmann André Freitas DRL 6 7 0 14 Nov 2023
RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling Jingcheng Deng Liang Pang Huawei Shen Xueqi Cheng RALM 16 10 0 16 Oct 2023
Topic-Guided Self-Introduction Generation for Social Media Users Chunpu Xu Jing Li Pijian Li Min Yang 11 0 0 24 May 2023
Dior-CVAE: Pre-trained Language Models and Diffusion Priors for Variational Dialog Generation Tianyu Yang Thy Thy Tran Iryna Gurevych DiffM 13 1 0 24 May 2023
Enhancing Personalized Dialogue Generation with Contrastive Latent Variables: Combining Sparse and Dense Persona Yihong Tang Bo Wang Miao Fang Dongming Zhao Kun Huang Ruifang He Yuexian Hou 11 20 0 19 May 2023
Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks Yingji Zhang Danilo S. Carvalho André Freitas DRL 14 4 0 02 May 2023
Lformer: Text-to-Image Generation with L-shape Block Parallel Decoding Jiacheng Li Longhui Wei Zongyuan Zhan Xinfu He Siliang Tang Qi Tian Yueting Zhuang 10 4 0 07 Mar 2023
MAUVE Scores for Generative Models: Theory and Practice Krishna Pillutla Lang Liu John Thickstun Sean Welleck Swabha Swayamdipta Rowan Zellers Sewoong Oh Yejin Choi Zaïd Harchaoui EGVM 17 14 0 30 Dec 2022
DuNST: Dual Noisy Self Training for Semi-Supervised Controllable Text Generation Yuxi Feng Xiaoyuan Yi Xiting Wang L. Lakshmanan Xing Xie DiffM 16 5 0 16 Dec 2022
Towards Diverse, Relevant and Coherent Open-Domain Dialogue Generation via Hybrid Latent Variables Bin Sun Yitong Li Fei Mi Weichao Wang Yiwei Li Kan Li BDL 19 5 0 02 Dec 2022
An Overview on Controllable Text Generation via Variational Auto-Encoders Haoqin Tu Yitong Li BDL 6 2 0 15 Nov 2022
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention Wenhao Li Xiaoyuan Yi Jinyi Hu Maosong Sun Xing Xie 8 0 0 14 Nov 2022
Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation Jinyi Hu Xiaoyuan Yi Wenhao Li Maosong Sun Xingxu Xie DRL 19 0 0 22 Oct 2022
Formal Semantic Geometry over Transformer-based Variational AutoEncoder Yingji Zhang Danilo S. Carvalho Ian Pratt-Hartmann André Freitas 10 4 0 12 Oct 2022
Transformer-based Conditional Variational Autoencoder for Controllable Story Generation Le Fang Tao Zeng Chao-Ning Liu Liefeng Bo Wen Dong Changyou Chen DRL 39 58 0 04 Jan 2021