A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues

19 May 2016

Aaron Courville

Papers citing "A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues"

50 / 526 papers shown

Title
Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure Xueliang Zhao Lemao Liu Tingchen Fu Shuming Shi Dongyan Zhao Rui Yan 133 4 0 22 Oct 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
Transformer-Based Conditioned Variational Autoencoder for Dialogue Generation Huihui Yang 24 0 0 22 Oct 2022
MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling Zhaoheng Huang Zhicheng Dou Yutao Zhu Zhengyi Ma 50 8 0 17 Oct 2022
DialoGen: Generalized Long-Range Context Representation for Dialogue Systems Suvodip Dey M. Desarkar Asif Ekbal P. K. Srijith 30 2 0 12 Oct 2022
Measuring and Improving Semantic Diversity of Dialogue Generation Seungju Han Beomsu Kim Buru Chang 27 12 0 11 Oct 2022
Multi-Sample Training for Neural Image Compression Tongda Xu Yan Wang Dailan He Chenjian Gao Han-yi Gao Kun Liu Hongwei Qin 34 5 0 28 Sep 2022
A Benchmark for Understanding and Generating Dialogue between Characters in Stories Jianzhu Yao Ziqi Liu Jian Guan Minlie Huang 29 1 0 18 Sep 2022
Evaluation of Question Answering Systems: Complexity of judging a natural language Amer Farea Zhen Yang Kien Duong Nadeesha Perera F. Emmert-Streib ELM 37 3 0 10 Sep 2022
Offline Handwritten Mathematical Recognition using Adversarial Learning and Transformers U. Thakur Anuj Sharma OffRL 24 4 0 20 Aug 2022
MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation Yongkang Liu Shi Feng Daling Wang Yifei Zhang 27 8 0 18 Aug 2022
Modeling Diverse Chemical Reactions for Single-step Retrosynthesis via Discrete Latent Variables Huarui He Jie Wang Yunfei Liu Feng Wu BDL 33 6 0 10 Aug 2022
Advanced Conditional Variational Autoencoders (A-CVAE): Towards interpreting open-domain conversation generation via disentangling latent feature representation Ye Wang Jing Liao Hong-ye Yu Guoyin Wang Xiaoxia Zhang Li Liu DRL 17 3 0 26 Jul 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 34 10 0 25 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
Video Dialog as Conversation about Objects Living in Space-Time H. Pham T. Le Vuong Le Tu Minh Phuong T. Tran 44 11 0 08 Jul 2022
Understanding the Properties of Generated Corpora Naama Zwerdling Segev Shlomov Esther Goldbraich George Kour Boaz Carmeli N. Tepper Inbal Ronen Vitaly Zabershinsky Ateret Anaby-Tavor 32 0 0 22 Jun 2022
Latent Diffusion Energy-Based Model for Interpretable Text Modeling Peiyu Yu Sirui Xie Xiaojian Ma Baoxiong Jia Bo Pang Ruigi Gao Yixin Zhu Song-Chun Zhu Ying Nian Wu DiffM 40 82 0 13 Jun 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 61 14 0 11 Jun 2022
A Mixture-of-Expert Approach to RL-based Dialogue Management Yinlam Chow Azamat Tulepbergenov Ofir Nachum Moonkyung Ryu Mohammad Ghavamzadeh Craig Boutilier MoE 25 14 0 31 May 2022
Learning Locality and Isotropy in Dialogue Modeling Han Wu Hao Hao Tan Mingjie Zhan Gangming Zhao Shaoqing Lu Ding Liang Linqi Song 39 2 0 29 May 2022
Commonsense and Named Entity Aware Knowledge Grounded Dialogue Generation Deeksha Varshney Akshara Prabhakar Asif Ekbal 27 18 0 27 May 2022
Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation Li Mingzhe Xiexiong Lin Preslav Nakov Jinxiong Chang Qishen Zhang ... Taifeng Wang Zhongyi Liu Wei Chu Dongyan Zhao Rui Yan 46 11 0 26 May 2022
The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training Gi-Cheon Kang Sungdong Kim Jin-Hwa Kim Donghyun Kwak Byoung-Tak Zhang 34 10 0 25 May 2022
Stop Filtering: Multi-View Attribute-Enhanced Dialogue Learning Yiwei Li Bin Sun Shaoxiong Feng Kan Li 29 3 0 23 May 2022
CORAL: Contextual Response Retrievability Loss Function for Training Dialog Generation Models Bishal Santra Ravi Ghadia Manish Gupta Pawan Goyal OffRL 23 0 0 21 May 2022
Taming Continuous Posteriors for Latent Variational Dialogue Policies Marin Vlastelica P. Ernst Gyuri Szarvas BDL OffRL 32 1 0 16 May 2022
Balancing Multi-Domain Corpora Learning for Open-Domain Response Generation Yujie Xing Jason (Jinglun) Cai Nils Barlaug Peng Liu J. Gulla 29 4 0 05 May 2022
DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation Wei Chen Yeyun Gong Song Wang Bolun Yao Weizhen Qi ... Bartuer Zhou Yi Mao Weizhu Chen Biao Cheng Nan Duan VLM 32 47 0 27 Apr 2022
User-Centric Conversational Recommendation with Multi-Aspect User Modeling Shuokai Li Ruobing Xie Yongchun Zhu Xiang Ao Fuzhen Zhuang Qing He 47 50 0 20 Apr 2022
Learning to Express in Knowledge-Grounded Conversation Xueliang Zhao Tingchen Fu Chongyang Tao Wei Wu Dongyan Zhao Rui Yan 33 6 0 12 Apr 2022
Recent Progress in Conversational AI Zijun Xue Ruirui Li Mingda Li VLM LLMAG 21 2 0 08 Apr 2022
Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings Gaurav Pandey Danish Contractor Sachindra Joshi 44 0 0 06 Apr 2022
Hierarchical Inductive Transfer for Continual Dialogue Learning Shaoxiong Feng Xuancheng Ren Kan Li Xu Sun CLL 11 4 0 20 Mar 2022
TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge Chao-Hong Tan Jia-Chen Gu Chongyang Tao Zhen-Hua Ling Can Xu Huang Hu Xiubo Geng Daxin Jiang RALM 32 11 0 16 Mar 2022
A Variational Hierarchical Model for Neural Cross-Lingual Summarization Yunlong Liang Fandong Meng Chulun Zhou Jinan Xu Jinan Xu Jinsong Su Jie Zhou BDL 22 34 0 08 Mar 2022
Recent Advances in Neural Text Generation: A Task-Agnostic Survey Chen Tang Frank Guerin Chenghua Lin AI4CE OOD 28 19 0 06 Mar 2022
Feeding What You Need by Understanding What You Learned Xiaoqiang Wang Bang Liu Fangli Xu Bowei Long Siliang Tang Lingfei Wu 65 6 0 05 Mar 2022
Structure Extraction in Task-Oriented Dialogues with Slot Clustering Liang Qiu Chien-Sheng Wu Wenhao Liu Caiming Xiong 24 8 0 28 Feb 2022
Data-to-text Generation with Variational Sequential Planning Ratish Puduppully Yao Fu Mirella Lapata 61 21 0 28 Feb 2022
Improving Contextual Coherence in Variational Personalized and Empathetic Dialogue Agents Jing Yang Lee Kong Aik Lee W. Gan 32 15 0 12 Feb 2022
C2-CRS: Coarse-to-Fine Contrastive Learning for Conversational Recommender System Yuanhang Zhou Kun Zhou Wayne Xin Zhao Cheng Wang Peng Jiang He Hu 29 52 0 04 Jan 2022
Exploring Social Posterior Collapse in Variational Autoencoder for Interaction Modeling Chen Tang Wei Zhan Masayoshi Tomizuka DRL 36 19 0 01 Dec 2021
DLVGen: A Dual Latent Variable Approach to Personalized Dialogue Generation Jing Yang Lee Kong Aik Lee W. Gan 25 7 0 22 Nov 2021
How to Build Robust FAQ Chatbot with Controllable Question Generator? Yan Pan Mingyang Ma B. Pflugfelder Georg Groh AAML 27 2 0 18 Nov 2021
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI Jiangchao Yao Shengyu Zhang Yang Yao Feng Wang Jianxin Ma ... Kun Kuang Chao-Xiang Wu Fei Wu Jingren Zhou Hongxia Yang 24 91 0 11 Nov 2021
A Review of Dialogue Systems: From Trained Monkeys to Stochastic Parrots Atharv Singh Patlan Shiven Tripathi S. Korde OffRL 18 2 0 02 Nov 2021
EmpBot: A T5-based Empathetic Chatbot focusing on Sentiments Emmanouil Zaranis Georgios Paraskevopoulos Athanasios Katsamanis Alexandros Potamianos 30 9 0 30 Oct 2021
TopicNet: Semantic Graph-Guided Topic Discovery Zhibin Duan Yishi Xu Bo Chen Dongsheng Wang Chaojie Wang Mingyuan Zhou BDL 44 15 0 27 Oct 2021
Simple Dialogue System with AUDITED Eugenio Clerico Piotr Koniusz 16 2 0 22 Oct 2021