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Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey

10 May 2021

Papers citing "Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey"

50 / 297 papers shown

Title
Building Trustworthy Multimodal AI: A Review of Fairness, Transparency, and Ethics in Vision-Language Tasks Mohammad Saleha Azadeh Tabatabaeib 135 0 0 14 Apr 2025
DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue Feiyuan Zhang D. Zhu James Ming Yilun Jin Di Chai Liu Yang Han Tian Zhaoxin Fan Kai Chen 185 2 0 20 Feb 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Min Zhang LM&MA AILaw 226 175 0 28 Jan 2025
Reinforcement Learning for Generative AI: A Survey Yuanjiang Cao Quan.Z Sheng Julian McAuley Lina Yao SyDa 167 13 0 28 Aug 2023
Topical-Chat: Towards Knowledge-Grounded Open-Domain Conversations Karthik Gopalakrishnan Behnam Hedayatnia Qinlang Chen Anna Gottardi Sanjeev Kwatra Anu Venkatesh Raefer Gabriel Dilek Z. Hakkani-Tür AI4MH BDL 81 334 0 23 Aug 2023
Fusing task-oriented and open-domain dialogues in conversational agents Tom Young Frank Xing Vlad Pandelea Jinjie Ni Min Zhang 74 63 0 09 Sep 2021
Continuity of Topic, Interaction, and Query: Learning to Quote in Online Conversations Lingzhi Wang Jing Li Xingshan Zeng Haisong Zhang Kam-Fai Wong 66 13 0 18 Jun 2021
Natural Language Understanding for Argumentative Dialogue Systems in the Opinion Building Domain W. A. Abro Annalena Aicher Niklas Rach Stefan Ultes Wolfgang Minker Guilin Qi 63 33 0 03 Mar 2021
Where Are You? Localization from Embodied Dialog Meera Hahn Jacob Krantz Dhruv Batra Devi Parikh James M. Rehg Stefan Lee Peter Anderson LM&Ro 65 27 0 16 Nov 2020
doc2dial: A Goal-Oriented Document-Grounded Dialogue Dataset Song Feng H. Wan R. Chulaka Gunasekara S. Patel Sachindra Joshi Luis A. Lastras 80 122 0 12 Nov 2020
Refer, Reuse, Reduce: Generating Subsequent References in Visual and Conversational Contexts Ece Takmaz Mario Giulianelli Sandro Pezzelle Arabella J. Sinclair Raquel Fernández 95 26 0 09 Nov 2020
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning Yuncheng Hua Yuan-Fang Li Gholamreza Haffari Guilin Qi Tongtong Wu 75 37 0 29 Oct 2020
Probing Task-Oriented Dialogue Representation from Language Models Chien-Sheng Wu Caiming Xiong 72 20 0 26 Oct 2020
Conversational Semantic Parsing for Dialog State Tracking Jianpeng Cheng Devang Agrawal Héctor Martínez Alonso Shruti Bhargava Joris Driesen ... Dhivya Piraviperumal Jason D. Williams Hong-ye Yu Diarmuid Ó Séaghdha Anders Johannsen 167 59 0 24 Oct 2020
Cross Copy Network for Dialogue Generation Changzhen Ji Xiaoxia Zhou Yating Zhang Xiaozhong Liu Changlong Sun Conghui Zhu Tiejun Zhao 88 11 0 22 Oct 2020
Online Conversation Disentanglement with Pointer Networks Tao Yu Shafiq Joty 3DV 53 34 0 21 Oct 2020
BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues Hung Le Doyen Sahoo Nancy F. Chen Guosheng Lin 102 31 0 20 Oct 2020
Knowledge-Grounded Dialogue Generation with Pre-trained Language Models Xueliang Zhao Wei Wu Can Xu Chongyang Tao Dongyan Zhao Rui Yan 258 193 0 17 Oct 2020
RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling Jun Quan Shian Zhang Qian Cao Zi-pu Li Deyi Xiong 106 51 0 17 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 77 96 0 12 Oct 2020
Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation D. Powers 175 5,304 0 11 Oct 2020
GRADE: Automatic Graph-Enhanced Coherence Metric for Evaluating Open-Domain Dialogue Systems Lishan Huang Zheng Ye Jinghui Qin Liang Lin Xiaodan Liang 64 103 0 08 Oct 2020
Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding Dechuan Teng Libo Qin Wanxiang Che Sendong Zhao Ting Liu 53 10 0 08 Oct 2020
A Co-Interactive Transformer for Joint Slot Filling and Intent Detection Libo Qin Tailu Liu Wanxiang Che Bingbing Kang Sendong Zhao Ting Liu ViT 57 118 0 08 Oct 2020
Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions Bodhisattwa Prasad Majumder Harsh Jhamtani Taylor Berg-Kirkpatrick Julian McAuley 85 85 0 07 Oct 2020
Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning Xiaoxiao Guo Mo Yu Yupeng Gao Chuang Gan Murray Campbell Shiyu Chang 35 31 0 05 Oct 2020
Spot The Bot: A Robust and Efficient Framework for the Evaluation of Conversational Dialogue Systems Jan Deriu Don Tuggener Pius von Daniken Jon Ander Campos Álvaro Rodrigo Thiziri Belkacem Aitor Soroa Etxabe Eneko Agirre Mark Cieliebak 55 36 0 05 Oct 2020
Regularizing Dialogue Generation by Imitating Implicit Scenarios Shaoxiong Feng Xuancheng Ren Hongshen Chen Bin Sun Kan Li Xu Sun 86 20 0 05 Oct 2020
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization Jiaao Chen Diyi Yang 73 147 0 04 Oct 2020
Generating Dialogue Responses from a Semantic Latent Space Wei-Jen Ko Avik Ray Yilin Shen Hongxia Jin VLM 86 6 0 04 Oct 2020
Multi-turn Response Selection using Dialogue Dependency Relations Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu Haifeng Tang 82 46 0 04 Oct 2020
GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems Shiquan Yang Rui Zhang S. Erfani 69 60 0 04 Oct 2020
Semantic Role Labeling Guided Multi-turn Dialogue ReWriter Kun Xu Haochen Tan Linfeng Song Han Wu Haisong Zhang Linqi Song Dong Yu KELM OffRL 64 28 0 03 Oct 2020
Conversational Semantic Parsing Armen Aghajanyan Jean Maillard Akshat Shrivastava K. Diedrick Mike Haeger ... Yashar Mehdad Ves Stoyanov Anuj Kumar M. Lewis S. Gupta 58 49 0 28 Sep 2020
Mitigating Gender Bias for Neural Dialogue Generation with Adversarial Learning Haochen Liu Wentao Wang Yiqi Wang Hui Liu Zitao Liu Jiliang Tang 70 71 0 28 Sep 2020
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems Zhaojiang Lin Andrea Madotto Genta Indra Winata Pascale Fung 81 173 0 25 Sep 2020
Profile Consistency Identification for Open-domain Dialogue Agents Haoyu Song Yan Wang Weinan Zhang Zhengyu Zhao Ting Liu Xiaojiang Liu 90 29 0 21 Sep 2020
Structured Attention for Unsupervised Dialogue Structure Induction Liang Qiu Yizhou Zhao Weiyan Shi Yuan Liang Feng Shi Tao Yuan Zhou Yu Song-Chun Zhu 53 33 0 17 Sep 2020
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning Yichi Zhang Zhijian Ou Huixin Wang Junlan Feng RALM 78 67 0 17 Sep 2020
Dialogue Response Ranking Training with Large-Scale Human Feedback Data Xiang Gao Yizhe Zhang Michel Galley Chris Brockett Bill Dolan ALM 79 105 0 15 Sep 2020
Efficient Transformers: A Survey Yi Tay Mostafa Dehghani Dara Bahri Donald Metzler VLM 170 1,128 0 14 Sep 2020
Zero-Resource Knowledge-Grounded Dialogue Generation Linxiao Li Can Xu Wei Wu Yufan Zhao Xueliang Zhao Chongyang Tao 86 72 0 29 Aug 2020
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 573 2,105 0 28 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 68 15 0 24 Jul 2020
ERNIE-ViL: Knowledge Enhanced Vision-Language Representations Through Scene Graph Fei Yu Jiji Tang Weichong Yin Yu Sun Hao Tian Hua Wu Haifeng Wang 106 381 0 30 Jun 2020
Video-Grounded Dialogues with Pretrained Generation Language Models Hung Le Guosheng Lin 74 28 0 27 Jun 2020
CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP Libo Qin Minheng Ni Yue Zhang Wanxiang Che 90 154 0 11 Jun 2020
Large-Scale Adversarial Training for Vision-and-Language Representation Learning Zhe Gan Yen-Chun Chen Linjie Li Chen Zhu Yu Cheng Jingjing Liu ObjD VLM 89 498 0 11 Jun 2020
A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking Yong Shan Zekang Li Jinchao Zhang Fandong Meng Yang Feng Cheng Niu Jie Zhou 65 54 0 02 Jun 2020
BiERU: Bidirectional Emotional Recurrent Unit for Conversational Sentiment Analysis Wei Li Wei Shao Shaoxiong Ji Min Zhang 60 222 0 31 May 2020