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
Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation Guojia An Jie Zou Jiwei Wei Chaoning Zhang Fuming Sun Yang Yang 112 1 0 24 Apr 2025
OpeNLGauge: An Explainable Metric for NLG Evaluation with Open-Weights LLMs Ivan Kartáč Mateusz Lango Ondrej Dusek ELM 49 1 0 14 Mar 2025
Reference-free Evaluation Metrics for Text Generation: A Survey Takumi Ito Kees van Deemter Jun Suzuki ELM 33 2 0 21 Jan 2025
BoK: Introducing Bag-of-Keywords Loss for Interpretable Dialogue Response Generation Suvodip Dey M. Desarkar OffRL 41 0 0 20 Jan 2025
Intent-Aware Dialogue Generation and Multi-Task Contrastive Learning for Multi-Turn Intent Classification Junhua Liu Yong Keat Tan Bin Fu Kwan Hui Lim 64 1 0 21 Nov 2024
Is Our Chatbot Telling Lies? Assessing Correctness of an LLM-based Dutch Support Chatbot Herman Lassche Michiel Overeem Ayushi Rastogi 45 0 0 29 Oct 2024
A Static and Dynamic Attention Framework for Multi Turn Dialogue Generation W. Zhang Yiming Cui Kaiyan Zhang Yifa Wang Qingfu Zhu Lingzhi Li Ting Liu 57 8 0 28 Oct 2024
Improving Large Language Model (LLM) fidelity through context-aware grounding: A systematic approach to reliability and veracity Wrick Talukdar Anjanava Biswas KELM 32 5 0 07 Aug 2024
DiffusionDialog: A Diffusion Model for Diverse Dialog Generation with Latent Space Jianxiang Xiang Zhenhua Liu Haodong Liu Yin Bai Jia Cheng Wenliang Chen DiffM 14 2 0 10 Apr 2024
Multi-party Response Generation with Relation Disentanglement Tianhao Dai Chengyu Huang Lizi Liao 23 0 0 16 Mar 2024
StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses Jia-Nan Li Quan Tu Cunli Mao Zhengtao Yu Ji-Rong Wen Rui Yan OffRL 24 3 0 13 Mar 2024
Crafting a Good Prompt or Providing Exemplary Dialogues? A Study of In-Context Learning for Persona-based Dialogue Generation Jiashu Pu Yajing Wan Yuru Zhang Jing Chen Ling Cheng Qian Shao Yongzhu Chang Tangjie Lv Rongsheng Zhang 23 1 0 15 Feb 2024
Knowledge Graphs and Pre-trained Language Models enhanced Representation Learning for Conversational Recommender Systems Zhangchi Qiu Ye Tao Shirui Pan Alan Wee-Chung Liew 25 5 0 18 Dec 2023
Partially Randomizing Transformer Weights for Dialogue Response Diversity Jing Yang Lee Kong Aik Lee Woon-Seng Gan 12 0 0 18 Nov 2023
Revolutionizing Customer Interactions: Insights and Challenges in Deploying ChatGPT and Generative Chatbots for FAQs Feriel Khennouche Y. Elmir Nabil Djebari Yassine Himeur Abbes Amira 31 5 0 16 Nov 2023
Boosting Summarization with Normalizing Flows and Aggressive Training Yu Yang Xiaotong Shen AI4CE TPM 17 0 0 01 Nov 2023
$$\mathbb{VD}$-$\mathbb{GR}$: Boosting $\mathbb{V}$isual $\mathbb{D}$ialog with Cascaded Spatial-Temporal Multi-Modal $\mathbb{GR}$aphs$ $\mathbb{VD}$ - $\mathbb{GR}$ : Boosting $\mathbb{V}$ isual $\mathbb{D}$ ialog with Cascaded Spatial-Temporal Multi-Modal $\mathbb{GR}$ aphs Adnen Abdessaied Lei Shi Andreas Bulling 3DH 19 3 0 25 Oct 2023
Multi-turn Dialogue Comprehension from a Topic-aware Perspective Xinbei Ma Yi Xu Hai Zhao Zhuosheng Zhang 40 3 0 18 Sep 2023
Continual Learning with Dirichlet Generative-based Rehearsal Min Zeng Wei Xue Qi-fei Liu Yi-Ting Guo CLL BDL 24 5 0 13 Sep 2023
Unsupervised Text Style Transfer with Deep Generative Models Zhongtao Jiang Yuanzhe Zhang Yiming Ju Kang-Jun Liu 27 0 0 31 Aug 2023
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging M. Valiuddin Christiaan G. A. Viviers R. V. Sloun Peter H. N. de With Fons van der Sommen UQCV 26 2 0 31 Jul 2023
TREA: Tree-Structure Reasoning Schema for Conversational Recommendation Wendi Li Wei Wei Xiaoye Qu Xian-Ling Mao Ye Yuan Wenfeng Xie Dangyang Chen 43 20 0 20 Jul 2023
Towards a Neural Era in Dialogue Management for Collaboration: A Literature Survey Amogh Mannekote LLMAG 15 3 0 18 Jul 2023
VOLTA: Improving Generative Diversity by Variational Mutual Information Maximizing Autoencoder Yueen Ma Dafeng Chi Jingjing Li Kai Song Yuzheng Zhuang Irwin King DRL 14 0 0 03 Jul 2023
Subject clustering by IF-PCA and several recent methods Dieyi Chen Jiashun Jin Z. Ke 14 0 0 08 Jun 2023
Revisiting Conversation Discourse for Dialogue Disentanglement Bobo Li Hao Fei Fei Li Shengqiong Wu Lizi Liao Yin-wei Wei Tat-Seng Chua Donghong Ji 35 1 0 06 Jun 2023
A Conditional Generative Chatbot using Transformer Model Nura Esfandiari Kourosh Kiani R. Rastgoo 14 3 0 03 Jun 2023
A Unified Framework for Slot based Response Generation in a Multimodal Dialogue System Mauajama Firdaus Avinash Madasu Asif Ekbal 38 7 0 27 May 2023
Evaluating Open-Domain Dialogues in Latent Space with Next Sentence Prediction and Mutual Information Kun Zhao Bohao Yang Chenghua Lin Wenge Rong Aline Villavicencio Xiaohui Cui DRL 25 3 0 26 May 2023
Dior-CVAE: Pre-trained Language Models and Diffusion Priors for Variational Dialog Generation Tianyu Yang Thy Thy Tran Iryna Gurevych DiffM 21 1 0 24 May 2023
Frugal Prompting for Dialog Models Bishal Santra Sakya Basak Abhinandan De Manish Gupta Pawan Goyal 28 2 0 24 May 2023
ReSee: Responding through Seeing Fine-grained Visual Knowledge in Open-domain Dialogue Haoqin Tu Yitong Li Fei Mi Zhongliang Yang 35 4 0 23 May 2023
Turning Flowchart into Dialog: Augmenting Flowchart-grounded Troubleshooting Dialogs via Synthetic Data Generation Haolan Zhan Sameen Maruf Lizhen Qu Yufei Wang Ingrid Zukerman Gholamreza Haffari 24 1 0 02 May 2023
Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task Zihao Wu Lu Zhang Chao-Yang Cao Xiao-Xing Yu Haixing Dai ... Quanzheng Li Dinggang Shen Xiang Li Dajiang Zhu Tianming Liu LM&MA 28 39 0 18 Apr 2023
An Empirical Study of Multitask Learning to Improve Open Domain Dialogue Systems M. Farahani Richard Johansson 17 0 0 17 Apr 2023
InterviewBot: Real-Time End-to-End Dialogue System to Interview Students for College Admission Zihao Wang Nathan Keyes Terry Crawford Jinho D. Choi 21 0 0 27 Mar 2023
Variational Inference for Longitudinal Data Using Normalizing Flows Clément Chadebec S. Allassonnière BDL DRL 24 1 0 24 Mar 2023
Heterogeneous-Branch Collaborative Learning for Dialogue Generation Yiwei Li Shaoxiong Feng Bin Sun Kan Li 19 3 0 21 Mar 2023
X-ReCoSa: Multi-Scale Context Aggregation For Multi-Turn Dialogue Generation Da-Yi Wu 16 1 0 14 Mar 2023
Learning Manifold Dimensions with Conditional Variational Autoencoders Yijia Zheng Tong He Yixuan Qiu David Wipf DRL 14 17 0 23 Feb 2023
History-Aware Hierarchical Transformer for Multi-session Open-domain Dialogue System Tong Zhang Yong-jin Liu Boyang Albert Li Zhiwei Zeng Pengwei Wang Yuan You Chun Miao Li-zhen Cui 19 13 0 02 Feb 2023
Variational Reasoning over Incomplete Knowledge Graphs for Conversational Recommendation Xiaoyu Zhang Xin Xin Dongdong Li Wenxuan Liu Pengjie Ren Zhumin Chen Jun Ma Z. Ren 21 34 0 22 Dec 2022
PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism Yongkang Liu Shi Feng Daling Wang Yifei Zhang Hinrich Schütze 18 6 0 18 Dec 2022
COLA: Improving Conversational Recommender Systems by Collaborative Augmentation Dongding Lin Jian Wang Wenjie Li 21 13 0 15 Dec 2022
Mitigating Negative Style Transfer in Hybrid Dialogue System Shimin Li Qinyuan Cheng Linyang Li Xipeng Qiu 25 1 0 14 Dec 2022
Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality Pei Zhou Hyundong Justin Cho Pegah Jandaghi Dong-Ho Lee Bill Yuchen Lin Jay Pujara Xiang Ren 21 31 0 16 Nov 2022
CDialog: A Multi-turn Covid-19 Conversation Dataset for Entity-Aware Dialog Generation Deeksha Varshney Aizan Zafar Niranshu Kumar Behra Asif Ekbal 21 6 0 16 Nov 2022
Evaluating and Improving Context Attention Distribution on Multi-Turn Response Generation using Self-Contained Distractions Yujie Xing J. Gulla 20 1 0 09 Nov 2022
Conversation Disentanglement with Bi-Level Contrastive Learning Chengyu Huang Zheng Zhang Hao Fei Lizi Liao DRL 25 7 0 27 Oct 2022
Deploying a Retrieval based Response Model for Task Oriented Dialogues Lahari Poddar Gyuri Szarvas Cheng Wang Jorge A. Balazs Pavel Danchenko P. Ernst 8 0 0 25 Oct 2022