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
Neural Language Generation: Formulation, Methods, and Evaluation Cristina Garbacea Qiaozhu Mei 45 30 0 31 Jul 2020
Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data Michael Cogswell Jiasen Lu Rishabh Jain Stefan Lee Devi Parikh Dhruv Batra VLM EgoV 39 15 0 24 Jul 2020
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion Kun Zhou Wayne Xin Zhao Shuqing Bian Yuanhang Zhou Ji-Rong Wen Jingsong Yu 39 315 0 08 Jul 2020
Adversarial Mutual Information for Text Generation Boyuan Pan Yazheng Yang Kaizhao Liang B. Kailkhura Zhongming Jin Xiansheng Hua Deng Cai Yangqiu Song GAN 32 5 0 30 Jun 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 21 378 0 26 Jun 2020
On the Learnability of Concepts: With Applications to Comparing Word Embedding Algorithms Adam Sutton N. Cristianini 33 7 0 17 Jun 2020
Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder Daya Guo Duyu Tang Nan Duan Jian Yin Daxin Jiang Ming Zhou DRL 13 10 0 15 Jun 2020
Speaker Sensitive Response Evaluation Model Jinyeong Bak Alice Oh 13 10 0 12 Jun 2020
Modelling Hierarchical Structure between Dialogue Policy and Natural Language Generator with Option Framework for Task-oriented Dialogue System Jianhong Wang Yuan Zhang Tae-Kyun Kim Yunjie Gu OffRL 14 45 0 11 Jun 2020
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access Seokhwan Kim Mihail Eric Karthik Gopalakrishnan Behnam Hedayatnia Yang Liu Dilek Z. Hakkani-Tür 26 84 0 05 Jun 2020
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs Dong Bok Lee Seanie Lee Woo Tae Jeong Donghwan Kim Sung Ju Hwang 24 71 0 28 May 2020
Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems Behnam Hedayatnia Karthik Gopalakrishnan Seokhwan Kim Yang Liu Mihail Eric Dilek Z. Hakkani-Tür 27 28 0 26 May 2020
GoChat: Goal-oriented Chatbots with Hierarchical Reinforcement Learning Jianfeng Liu Feiyang Pan Ling Luo OffRL 20 23 0 24 May 2020
MTSS: Learn from Multiple Domain Teachers and Become a Multi-domain Dialogue Expert Shuke Peng Feng Ji Zehao Lin Shaobo Cui Haiqing Chen Yin Zhang 30 11 0 21 May 2020
Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation Zhiliang Tian Wei Bi Dongkyu Lee Lanqing Xue Yiping Song Xiaojiang Liu N. Zhang 27 25 0 13 May 2020
Large Scale Multi-Actor Generative Dialog Modeling Alex Boyd Raul Puri M. Shoeybi M. Patwary Bryan Catanzaro 27 23 0 13 May 2020
Diversifying Dialogue Generation with Non-Conversational Text Hui Su Xiaoyu Shen Sanqiang Zhao Xiao Zhou Pengwei Hu Randy Zhong Cheng Niu Jie Zhou 22 46 0 09 May 2020
History for Visual Dialog: Do we really need it? Shubham Agarwal Trung Bui Joon-Young Lee Ioannis Konstas Verena Rieser VLM 19 69 0 08 May 2020
Weakly-Supervised Neural Response Selection from an Ensemble of Task-Specialised Dialogue Agents Asir Saeed Khai Mai Pham Quang Nhat Minh Nguyen Tuan Duc Danushka Bollegala 19 0 0 06 May 2020
Building A User-Centric and Content-Driven Socialbot Hao Fang 25 1 0 06 May 2020
A Survey on Dialog Management: Recent Advances and Challenges Yinpei Dai Huihua Yu Yixuan Jiang Chengguang Tang Yongbin Li Jian Sun OffRL VLM 30 20 0 05 May 2020
Learning an Unreferenced Metric for Online Dialogue Evaluation Koustuv Sinha Prasanna Parthasarathi Jasmine Wang Ryan J. Lowe William L. Hamilton Joelle Pineau OffRL 29 84 0 01 May 2020
CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation Lei Shen Yang Feng 34 87 0 01 May 2020
The Gutenberg Dialogue Dataset Richard Csaky Gábor Recski 22 14 0 27 Apr 2020
Towards Multimodal Response Generation with Exemplar Augmentation and Curriculum Optimization Zeyang Lei Zekang Li Jinchao Zhang Fandong Meng Yang Feng Yujiu Yang Cheng Niu Jie Zhou 11 0 0 26 Apr 2020
Improve Variational Autoencoder for Text Generationwith Discrete Latent Bottleneck Yang Zhao Ping Yu Suchismit Mahapatra Qinliang Su Changyou Chen DRL 17 2 0 22 Apr 2020
Grounding Conversations with Improvised Dialogues Hyundong Justin Cho Jonathan May 28 33 0 20 Apr 2020
Do sequence-to-sequence VAEs learn global features of sentences? Tom Bosc Pascal Vincent SSL 18 9 0 16 Apr 2020
You Impress Me: Dialogue Generation via Mutual Persona Perception Qian Liu Yihong Chen B. Chen Jian-Guang Lou Zixuan Chen Bin Zhou Dongmei Zhang 35 165 0 11 Apr 2020
Designing Precise and Robust Dialogue Response Evaluators Tianyu Zhao Divesh Lala Tatsuya Kawahara 19 53 0 10 Apr 2020
Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair Generation Kazutoshi Shinoda Saku Sugawara Akiko Aizawa OOD 36 12 0 07 Apr 2020
TextGAIL: Generative Adversarial Imitation Learning for Text Generation Qingyang Wu Lei Li Zhou Yu GAN 16 47 0 07 Apr 2020
Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight Hengyi Cai Hongshen Chen Yonghao Song Cheng Zhang Xiaofang Zhao Dawei Yin 11 70 0 06 Apr 2020
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space Chunyuan Li Xiang Gao Yuan Li Baolin Peng Xiujun Li Yizhe Zhang Jianfeng Gao SSL DRL 32 181 0 05 Apr 2020
Open Domain Dialogue Generation with Latent Images Ze Yang Wei Wu Huang Hu Can Xu Wei Wang Zhoujun Li 30 29 0 04 Apr 2020
Learning a Simple and Effective Model for Multi-turn Response Generation with Auxiliary Tasks Yufan Zhao Can Xu Wei Wu Lei Yu 32 28 0 04 Apr 2020
On the Integration of LinguisticFeatures into Statistical and Neural Machine Translation Eva Vanmassenhove 14 0 0 31 Mar 2020
A Corpus of Controlled Opinionated and Knowledgeable Movie Discussions for Training Neural Conversation Models Fabian Galetzka Chukwuemeka Uchenna Eneh David Schlangen 26 13 0 30 Mar 2020
Variational Transformers for Diverse Response Generation Zhaojiang Lin Genta Indra Winata Peng Xu Zihan Liu Pascale Fung DRL 24 51 0 28 Mar 2020
StrokeCoder: Path-Based Image Generation from Single Examples using Transformers Sabine Wieluch Friedhelm Schwenker ViT GAN 15 7 0 26 Mar 2020
An Empirical Investigation of Pre-Trained Transformer Language Models for Open-Domain Dialogue Generation Piji Li 14 15 0 09 Mar 2020
Generating Emotionally Aligned Responses in Dialogues using Affect Control Theory Nabiha Asghar I. Kobyzev Jesse Hoey Pascal Poupart Muhammad Bilal Sheikh 37 10 0 07 Mar 2020
Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network Shaoxiong Feng Hongshen Chen Kan Li Dawei Yin GAN 51 25 0 04 Mar 2020
Learning from Easy to Complex: Adaptive Multi-curricula Learning for Neural Dialogue Generation Hengyi Cai Hongshen Chen Cheng Zhang Yonghao Song Xiaofang Zhao Yangxi Li Dongsheng Duan Dawei Yin 17 22 0 02 Mar 2020
Low-Resource Knowledge-Grounded Dialogue Generation Xueliang Zhao Wei Wu Chongyang Tao Can Xu Dongyan Zhao Rui Yan 26 109 0 24 Feb 2020
Modelling Latent Skills for Multitask Language Generation Kris Cao Dani Yogatama 14 3 0 21 Feb 2020
Mask & Focus: Conversation Modelling by Learning Concepts Gaurav Pandey Dinesh Raghu Sachindra Joshi CVBM 23 3 0 11 Feb 2020
Non-Autoregressive Neural Dialogue Generation Qinghong Han Yuxian Meng Fei Wu Jiwei Li 33 13 0 11 Feb 2020
A Neural Topical Expansion Framework for Unstructured Persona-oriented Dialogue Generation Minghong Xu Piji Li Haoran Yang Pengjie Ren Zhaochun Ren Zhumin Chen Jun Ma 26 31 0 06 Feb 2020
Teaching Machines to Converse Jiwei Li 29 4 0 31 Jan 2020