Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models

17 July 2015

Aaron Courville

Papers citing "Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models"

50 / 308 papers shown

Title
Incorporating Commonsense Knowledge into Abstractive Dialogue Summarization via Heterogeneous Graph Networks Xiachong Feng Xiaocheng Feng Bing Qin Ting Liu 97 49 0 20 Oct 2020
Human-centric Dialog Training via Offline Reinforcement Learning Natasha Jaques J. Shen Asma Ghandeharioun Craig Ferguson Àgata Lapedriza Noah J. Jones S. Gu Rosalind W. Picard OffRL 40 93 0 12 Oct 2020
A Brief Review of Domain Adaptation Abolfazl Farahani Sahar Voghoei Khaled Rasheed H. Arabnia OOD 36 527 0 07 Oct 2020
Regularizing Dialogue Generation by Imitating Implicit Scenarios Shaoxiong Feng Xuancheng Ren Hongshen Chen Bin Sun Kan Li Xu Sun 20 20 0 05 Oct 2020
DLGNet-Task: An End-to-end Neural Network Framework for Modeling Multi-turn Multi-domain Task-Oriented Dialogue O. Olabiyi P. Bhattarai C. Bayan Bruss Zachary Kulis 21 2 0 04 Oct 2020
Generating Dialogue Responses from a Semantic Latent Space Wei-Jen Ko Avik Ray Yilin Shen Hongxia Jin VLM 20 6 0 04 Oct 2020
GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems Shiquan Yang Rui Zhang S. Erfani 27 60 0 04 Oct 2020
A Compare Aggregate Transformer for Understanding Document-grounded Dialogue Longxuan Ma Weinan Zhang Runxin Sun Ting Liu 29 10 0 01 Oct 2020
Modeling Topical Relevance for Multi-Turn Dialogue Generation Zhijiang Guo Yanyan Lan W. Lu Guoshun Nan Shay B. Cohen Dawei Yin 24 51 0 27 Sep 2020
Enhancing Dialogue Generation via Multi-Level Contrastive Learning Xin Li Piji Li Yan Wang Xiaojiang Liu Wai Lam 26 5 0 19 Sep 2020
Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues Ruijian Xu Chongyang Tao Daxin Jiang Xueliang Zhao Dongyan Zhao Rui Yan 32 70 0 14 Sep 2020
Zero-Resource Knowledge-Grounded Dialogue Generation Linxiao Li Can Xu Wei Wu Yufan Zhao Xueliang Zhao Chongyang Tao 36 70 0 29 Aug 2020
A Survey of Evaluation Metrics Used for NLG Systems Ananya B. Sai Akash Kumar Mohankumar Mitesh M. Khapra ELM 33 230 0 27 Aug 2020
Word meaning in minds and machines Brenden M. Lake G. Murphy NAI 15 117 0 04 Aug 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
Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions Stephen Roller Y-Lan Boureau Jason Weston Antoine Bordes Emily Dinan ... Kurt Shuster Eric Michael Smith Arthur Szlam Jack Urbanek Mary Williamson LLMAG AI4CE 28 51 0 22 Jun 2020
On Incorporating Structural Information to improve Dialogue Response Generation Nikita Moghe Priyesh Vijayan Balaraman Ravindran Mitesh M. Khapra 22 6 0 28 May 2020
Chat as Expected: Learning to Manipulate Black-box Neural Dialogue Models Haochen Liu Zhiwei Wang Tyler Derr Jiliang Tang AAML 22 15 0 27 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
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
Information Seeking in the Spirit of Learning: a Dataset for Conversational Curiosity Pedro Rodriguez Paul A. Crook Seungwhan Moon Zhiguang Wang RALM 30 12 0 01 May 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
Dynamic Knowledge Graph-based Dialogue Generation with Improved Adversarial Meta-Learning Hongcai Xu J. Bao Gaojie Zhang 29 8 0 19 Apr 2020
KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation Hao Zhou Chujie Zheng Kaili Huang Minlie Huang Xiaoyan Zhu 27 122 0 08 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
A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining Chenguang Zhu Ruochen Xu Michael Zeng Xuedong Huang BDL AI4TS 26 18 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
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
Sequential Neural Networks for Noetic End-to-End Response Selection Qian Chen Wen Wang OffRL 31 7 0 03 Mar 2020
Non-Autoregressive Dialog State Tracking Hung Le R. Socher Guosheng Lin 32 52 0 19 Feb 2020
If I Hear You Correctly: Building and Evaluating Interview Chatbots with Active Listening Skills Ziang Xiao Michelle X. Zhou Wenxi Chen Huahai Yang C. Chi 27 93 0 05 Feb 2020
Teaching Machines to Converse Jiwei Li 29 4 0 31 Jan 2020
Towards a Human-like Open-Domain Chatbot Daniel De Freitas Minh-Thang Luong David R. So Jamie Hall Noah Fiedel ... Zi Yang Apoorv Kulshreshtha Gaurav Nemade Yifeng Lu Quoc V. Le 42 924 0 27 Jan 2020
Plato Dialogue System: A Flexible Conversational AI Research Platform Alexandros Papangelis Mahdi Namazifar Chandra Khatri Yi-Chia Wang Piero Molino Gokhan Tur LLMAG 29 23 0 17 Jan 2020
Attention over Parameters for Dialogue Systems Andrea Madotto Zhaojiang Lin Chien-Sheng Wu Jamin Shin Pascale Fung 30 20 0 07 Jan 2020
Leveraging Topics and Audio Features with Multimodal Attention for Audio Visual Scene-Aware Dialog Shachi H. Kumar Eda Okur Saurav Sahay Jonathan Huang L. Nachman 16 7 0 20 Dec 2019
Improving Conditioning in Context-Aware Sequence to Sequence Models Xinyi Wang Jason Weston Michael Auli Yacine Jernite 31 13 0 21 Nov 2019
EmpDG: Multiresolution Interactive Empathetic Dialogue Generation Qintong Li Hongshen Chen Zhaochun Ren Jun Ma Zhaopeng Tu Zhumin Chen 6 40 0 20 Nov 2019
Utterance-to-Utterance Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots Jia-Chen Gu Zhenhua Ling Quan Liu 20 42 0 16 Nov 2019
Towards Personalized Dialog Policies for Conversational Skill Discovery Maryam Fazel-Zarandi Sampat Biswas Ryan Summers Ahmed Elmalt Andy McCraw Michael McPhilips John Peach 33 4 0 15 Nov 2019
ConveRT: Efficient and Accurate Conversational Representations from Transformers Matthew Henderson I. Casanueva Nikola Mrkvsić Pei-hao Su Tsung-Hsien Ivan Vulić 21 196 0 09 Nov 2019
A Good Sample is Hard to Find: Noise Injection Sampling and Self-Training for Neural Language Generation Models Chris Kedzie Kathleen McKeown 24 36 0 08 Nov 2019
Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs Houyu Zhang Zhenghao Liu Chenyan Xiong Zhiyuan Liu 41 146 0 07 Nov 2019
Automatic Reminiscence Therapy for Dementia Mariona Carós M. Garolera Petia Radeva Xavier Giró-i-Nieto 27 40 0 25 Oct 2019
Personalized Graph Neural Networks with Attention Mechanism for Session-Aware Recommendation Mengqi Zhang Shu Wu Meng Gao Xin Jiang Ke Xu Liang Wang 27 43 0 20 Oct 2019
Unsupervised Context Rewriting for Open Domain Conversation Kun Zhou Kai Zhang Yu Wu Shujie Liu Jingsong Yu LRM 16 29 0 18 Oct 2019
Using a KG-Copy Network for Non-Goal Oriented Dialogues Debanjan Chaudhuri Md. Rony Simon Jordan Jens Lehmann 27 12 0 17 Oct 2019
Generating Challenge Datasets for Task-Oriented Conversational Agents through Self-Play S. Majumdar Serra Sinem Tekiroğlu Marco Guerini 25 3 0 16 Oct 2019