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 / 269 papers shown

Title
Investigating Robustness of Dialog Models to Popular Figurative Language Constructs Harsh Jhamtani Varun Gangal Eduard H. Hovy Taylor Berg-Kirkpatrick 28 21 0 01 Oct 2021
Every time I fire a conversational designer, the performance of the dialog system goes down Giancarlo A. Xompero Michele Mastromattei Samir Salman Cristina Giannone Andrea Favalli Raniero Romagnoli Fabio Massimo Zanzotto 24 0 0 27 Sep 2021
FCM: A Fine-grained Comparison Model for Multi-turn Dialogue Reasoning Xu Wang Hainan Zhang Shuai Zhao Yanyan Zou Hongshen Chen Zhuoye Ding Bo Cheng Yanyan Lan AAML 19 7 0 22 Sep 2021
Guiding Topic Flows in the Generative Chatbot by Enhancing the ConceptNet with the Conversation Corpora Pengda Si Yao Qiu Jinchao Zhang Yujiu Yang 26 0 0 12 Sep 2021
Detecting Speaker Personas from Conversational Texts Jia-Chen Gu Zhen-Hua Ling Yu-Huan Wu Quan Liu Zhigang Chen Xiao-Dan Zhu 19 16 0 03 Sep 2021
Latent Space Energy-Based Model of Symbol-Vector Coupling for Text Generation and Classification Bo Pang Ying Nian Wu 24 18 0 26 Aug 2021
WeaSuL: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue Anant Khandelwal OffRL 24 6 0 01 Aug 2021
Transferable Dialogue Systems and User Simulators Bo-Hsiang Tseng Yinpei Dai Florian Kreyssig Bill Byrne 19 53 0 25 Jul 2021
Learn to Focus: Hierarchical Dynamic Copy Network for Dialogue State Tracking Linhao Zhang Houfeng Wang 30 0 0 25 Jul 2021
Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling Emily Dinan Gavin Abercrombie A. S. Bergman Shannon L. Spruit Dirk Hovy Y-Lan Boureau Verena Rieser 43 105 0 07 Jul 2021
Empowering NGOs in Countering Online Hate Messages Yi-Ling Chung Serra Sinem Tekiroğlu Sara Tonelli Marco Guerini 24 18 0 06 Jul 2021
Automatically Select Emotion for Response via Personality-affected Emotion Transition Zhiyuan Wen Jiannong Cao Ruosong Yang Shuaiqi Liu Jiaxing Shen 26 25 0 30 Jun 2021
Synthesizing Adversarial Negative Responses for Robust Response Ranking and Evaluation Prakhar Gupta Yulia Tsvetkov Jeffrey P. Bigham 42 22 0 10 Jun 2021
GTM: A Generative Triple-Wise Model for Conversational Question Generation Lei Shen Fandong Meng Jinchao Zhang Yang Feng Jie Zhou 19 13 0 07 Jun 2021
Progressive Open-Domain Response Generation with Multiple Controllable Attributes Haiqing Yang Xiaoyuan Yao Yiqun Duan Jianping Shen Jie Zhong Kun Zhang 24 11 0 07 Jun 2021
Generating Relevant and Coherent Dialogue Responses using Self-separated Conditional Variational AutoEncoders Bin Sun Shaoxiong Feng Yiwei Li Jiamou Liu Kan Li 13 31 0 07 Jun 2021
Emotion-aware Chat Machine: Automatic Emotional Response Generation for Human-like Emotional Interaction Wei Wei Jiayi Liu Xian-Ling Mao G. Guo Feida Zhu Pan Zhou Yuchong Hu 53 56 0 06 Jun 2021
Conversational Question Answering: A Survey Munazza Zaib Wei Emma Zhang Quan Z. Sheng A. Mahmood Yang Zhang 48 88 0 02 Jun 2021
Towards a Universal NLG for Dialogue Systems and Simulators with Future Bridging Philipp Ennen Yen-Ting Lin Ali Girayhan Ozbay F. Insalata Maolin Li Ye Tian Sepehr Jalali Da-shan Shiu 26 2 0 21 May 2021
Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation Giovanni Bonetta R. Cancelliere Ding Liu Paul Vozila RALM 24 16 0 19 May 2021
Empathetic Dialog Generation with Fine-Grained Intents Yubo Xie P. Pu VLM 27 26 0 14 May 2021
Semi-Supervised Variational Reasoning for Medical Dialogue Generation Dongdong Li Z. Ren Pengjie Ren Zhumin Chen M. Fan Jun Ma Maarten de Rijke BDL DRL OffRL MedIm 32 48 0 13 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 54 268 0 10 May 2021
LEGOEval: An Open-Source Toolkit for Dialogue System Evaluation via Crowdsourcing Yu Li Josh Arnold Feifan Yan Weiyan Shi Zhou Yu ELM 31 11 0 05 May 2021
Emotion-Regularized Conditional Variational Autoencoder for Emotional Response Generation Yu-Ping Ruan Zhenhua Ling DRL 27 16 0 18 Apr 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavavs Olga Majewska Edoardo Ponti Anna Korhonen Ivan Vulić 26 32 0 17 Apr 2021
VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks Hung Le Nancy F. Chen Guosheng Lin MLLM 26 19 0 16 Apr 2021
Emotion Dynamics Modeling via BERT Haiqing Yang Jianping Shen 24 11 0 15 Apr 2021
Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks Endri Kacupaj Joan Plepi Kuldeep Singh Harsh Thakkar Jens Lehmann M. Maleshkova LMTD GNN 41 53 0 04 Apr 2021
Changing the Mind of Transformers for Topically-Controllable Language Generation Haw-Shiuan Chang Jiaming Yuan Mohit Iyyer Andrew McCallum 28 9 0 29 Mar 2021
Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs Joan Plepi Endri Kacupaj Kuldeep Singh Harsh Thakkar Jens Lehmann GNN 21 22 0 13 Mar 2021
Hierarchical Transformer-based Large-Context End-to-end ASR with Large-Context Knowledge Distillation Ryo Masumura Naoki Makishima Mana Ihori Akihiko Takashima Tomohiro Tanaka Shota Orihashi 28 29 0 16 Feb 2021
TextBox: A Unified, Modularized, and Extensible Framework for Text Generation Junyi Li Tianyi Tang Gaole He Jinhao Jiang Xiaoxuan Hu Puzhao Xie Zhipeng Chen Zhuohao Yu Wayne Xin Zhao Ji-Rong Wen 37 25 0 06 Jan 2021
CRSLab: An Open-Source Toolkit for Building Conversational Recommender System Kun Zhou Xiaolei Wang Yuanhang Zhou Chenzhang Shang Yuan Cheng Wayne Xin Zhao Yaliang Li Ji-Rong Wen 35 63 0 04 Jan 2021
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue Hung Le Chinnadhurai Sankar Seungwhan Moon Ahmad Beirami A. Geramifard Satwik Kottur VGen 33 18 0 01 Jan 2021
Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation Shuai Lin Pan Zhou Xiaodan Liang Jianheng Tang Ruihui Zhao Ziliang Chen Liang Lin MedIm 33 53 0 22 Dec 2020
R $^2$ -Net: Relation of Relation Learning Network for Sentence Semantic Matching Kun Zhang Le Wu Guangyi Lv Meng Wang Enhong Chen Shulan Ruan 30 20 0 16 Dec 2020
Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension Preslav Nakov Zhi Cui Jiayi Zhang Chen Wei Jianwei Cui Bin Wang Dongyan Zhao Rui Yan 25 14 0 14 Dec 2020
Look Before you Speak: Visually Contextualized Utterances Paul Hongsuck Seo Arsha Nagrani Cordelia Schmid 21 66 0 10 Dec 2020
BERT-hLSTMs: BERT and Hierarchical LSTMs for Visual Storytelling Jing Su Qingyun Dai Frank Guerin Mian Zhou 30 24 0 03 Dec 2020
DORB: Dynamically Optimizing Multiple Rewards with Bandits Ramakanth Pasunuru Han Guo Joey Tianyi Zhou OffRL 32 6 0 15 Nov 2020
Target Guided Emotion Aware Chat Machine Wei Wei Jiayi Liu Xian-Ling Mao G. Guo Feida Zhu Pan Zhou Yuchong Hu Shanshan Feng 30 24 0 15 Nov 2020
Deconstruct to Reconstruct a Configurable Evaluation Metric for Open-Domain Dialogue Systems Vitou Phy Yang Zhao Akiko Aizawa 14 55 0 01 Nov 2020
Text Style Transfer: A Review and Experimental Evaluation Zhiqiang Hu Roy Ka-Wei Lee Charu C. Aggarwal Aston Zhang AI4TS 42 26 0 24 Oct 2020
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 37 92 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 18 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
GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems Shiquan Yang Rui Zhang S. Erfani 27 60 0 04 Oct 2020