Variational Transformers for Diverse Response Generation

28 March 2020

Papers citing "Variational Transformers for Diverse Response Generation"

28 / 28 papers shown

Title
Variational Prefix Tuning for Diverse and Accurate Code Summarization Using Pre-trained Language Models Junda Zhao Yuliang Song Eldan Cohen 21 0 0 14 May 2025
Unstructured Text Enhanced Open-domain Dialogue System: A Systematic Survey Longxuan Ma Mingda Li Weinan Zhang Jiapeng Li Ting Liu 48 16 0 14 Nov 2024
Explain Variance of Prediction in Variational Time Series Models for Clinical Deterioration Prediction Jiacheng Liu Jaideep Srivastava 30 0 0 09 Feb 2024
An Empirical Bayes Framework for Open-Domain Dialogue Generation Jing Yang Lee Kong Aik Lee Woon-Seng Gan BDL 19 0 0 18 Nov 2023
Partially Randomizing Transformer Weights for Dialogue Response Diversity Jing Yang Lee Kong Aik Lee Woon-Seng Gan 25 0 0 18 Nov 2023
Diffusion-based Document Layout Generation Liu He Yijuan Lu John Corring D. Florêncio Cha Zhang DiffM 28 21 0 19 Mar 2023
CAB: Empathetic Dialogue Generation with Cognition, Affection and Behavior Pan Gao Donghong Han Rui Zhou Xuejiao Zhang Zikun Wang 31 7 0 03 Feb 2023
PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism Yongkang Liu Shi Feng Daling Wang Yifei Zhang Hinrich Schütze 31 6 0 18 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 40 6 0 02 Dec 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 27 0 0 22 Oct 2022
Exploiting Pretrained Biochemical Language Models for Targeted Drug Design Gökçe Uludogan Elif Özkirimli K. Ülgen N. Karalı Arzucan Özgür 19 15 0 02 Sep 2022
A Variational AutoEncoder for Transformers with Nonparametric Variational Information Bottleneck James Henderson Fabio Fehr DRL 14 3 0 27 Jul 2022
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation Jinyi Hu Xiaoyuan Yi Wenhao Li Maosong Sun Xing Xie 41 21 0 13 Jul 2022
Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling Tung Nguyen Aditya Grover BDL UQCV 19 99 0 09 Jul 2022
Learning Speaker-specific Lip-to-Speech Generation Munender Varshney Ravindra Yadav Vinay P. Namboodiri R. Hegde 26 7 0 04 Jun 2022
Probabilistic Transformer: Modelling Ambiguities and Distributions for RNA Folding and Molecule Design Jörg Franke Frederic Runge Frank Hutter 17 14 0 27 May 2022
RVAE-LAMOL: Residual Variational Autoencoder to Enhance Lifelong Language Learning Han Wang Ruiliu Fu Xuejun Zhang Jun Zhou CLL 26 4 0 22 May 2022
TransDreamer: Reinforcement Learning with Transformer World Models Changgu Chen Yi-Fu Wu Jaesik Yoon Sungjin Ahn OffRL 32 90 0 19 Feb 2022
Guiding Visual Question Generation Nihir Vedd Zixu Wang Marek Rei Yishu Miao Lucia Specia 89 23 0 15 Oct 2021
Constructing Emotion Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation Lei Shen Jinchao Zhang Jiao Ou Xiaofang Zhao Jie Zhou 18 6 0 16 Sep 2021
Identifying Untrustworthy Samples: Data Filtering for Open-domain Dialogues with Bayesian Optimization Lei Shen Haolan Zhan Xin Shen Hongshen Chen Xiaofang Zhao Xiao-Dan Zhu 43 17 0 14 Sep 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 54 95 0 01 Jul 2021
Action-Conditioned 3D Human Motion Synthesis with Transformer VAE Mathis Petrovich Michael J. Black Gül Varol ViT 26 487 0 12 Apr 2021
Variational Transformer Networks for Layout Generation Diego Martin Arroyo Janis Postels F. Tombari ViT DRL 11 130 0 06 Apr 2021
WakaVT: A Sequential Variational Transformer for Waka Generation Yuka Takeishi Mingxuan Niu Jing Luo ZhongYi Jin Xinyu Yang 40 1 0 01 Apr 2021
Latent Variable Sequential Set Transformers For Joint Multi-Agent Motion Prediction Roger Girgis Florian Golemo Felipe Codevilla Martin Weiss Jim Aldon D’Souza Samira Ebrahimi Kahou Felix Heide C. Pal 16 123 0 19 Feb 2021
Transformer-based Conditional Variational Autoencoder for Controllable Story Generation Le Fang Tao Zeng Chao-Ning Liu Liefeng Bo Wen Dong Changyou Chen DRL 54 59 0 04 Jan 2021
The Adapter-Bot: All-In-One Controllable Conversational Model Andrea Madotto Zhaojiang Lin Yejin Bang Pascale Fung 31 59 0 28 Aug 2020