Challenges in Building Intelligent Open-domain Dialog Systems

13 May 2019

Papers citing "Challenges in Building Intelligent Open-domain Dialog Systems"

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Title
Cognitive Debiasing Large Language Models for Decision-Making Yougang Lyu Shijie Ren Yue Feng Zihan Wang Z. Chen Z. Z. Ren Maarten de Rijke 38 0 0 05 Apr 2025
A Static and Dynamic Attention Framework for Multi Turn Dialogue Generation Wenbo Zhang Yiming Cui Kaiyan Zhang Yifa Wang Qingfu Zhu Lingzhi Li Ting Liu 63 8 0 28 Oct 2024
We Have a Package for You! A Comprehensive Analysis of Package Hallucinations by Code Generating LLMs Joseph Spracklen Raveen Wijewickrama A. H. M. N. Sakib Anindya Maiti Murtuza Jadliwala Murtuza Jadliwala 45 10 0 12 Jun 2024
Redefining Information Retrieval of Structured Database via Large Language Models Mingzhu Wang Yuzhe Zhang Qihang Zhao Juanyi Yang Hong Zhang RALM KELM 32 0 0 09 May 2024
We're Calling an Intervention: Exploring Fundamental Hurdles in Adapting Language Models to Nonstandard Text Aarohi Srivastava David Chiang 62 0 0 10 Apr 2024
Token Trails: Navigating Contextual Depths in Conversational AI with ChatLLM Md. Kowsher Ritesh Panditi Nusrat Jahan Prottasha Prakash Bhat A. Bairagi M. Arefin 28 1 0 03 Apr 2024
Exploring and Evaluating Hallucinations in LLM-Powered Code Generation Fang Liu Yang Liu Lin Shi Houkun Huang Ruifeng Wang Zhen Yang Li Zhang Zhongqi Li Yuchi Ma 52 108 0 01 Apr 2024
Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check Linhao Ye Zhikai Lei Jia-Peng Yin Qin Chen Jie Zhou Liang He 3DV RALM 34 15 0 27 Mar 2024
Lexical Entrainment for Conversational Systems Zhengxiang Shi Procheta Sen Aldo Lipani 36 1 0 14 Oct 2023
NewsDialogues: Towards Proactive News Grounded Conversation Siheng Li Yichun Yin Cheng Yang Wangjie Jiang Yiwei Li Ze-Long Cheng Lifeng Shang Xin Jiang Qun Liu Yujiu Yang 29 5 0 12 Aug 2023
Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy Yu Fu Deyi Xiong Yue Dong WaLM 45 30 0 25 Jul 2023
LiveChat: A Large-Scale Personalized Dialogue Dataset Automatically Constructed from Live Streaming Jingsheng Gao Yixin Lian Ziyi Zhou Yuzhuo Fu Baoyuan Wang 26 17 0 14 Jun 2023
NormMark: A Weakly Supervised Markov Model for Socio-cultural Norm Discovery Farhad Moghimifar Shilin Qu Tongtong Wu Yuan-Fang Li Gholamreza Haffari 31 4 0 26 May 2023
Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization Liang Chen Hongru Wang Yang Deng Wai-Chung Kwan Zezhong Wang Kam-Fai Wong 21 15 0 22 May 2023
ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems Sarik Ghazarian Yijia Shao Rujun Han Aram Galstyan Nanyun Peng 27 7 0 12 May 2023
Contrastive Learning Reduces Hallucination in Conversations Weiwei Sun Zhengliang Shi Shen Gao Pengjie Ren Maarten de Rijke Z. Ren 39 62 0 20 Dec 2022
Evaluating Human-Language Model Interaction Mina Lee Megha Srivastava Amelia Hardy John Thickstun Esin Durmus ... Hancheng Cao Tony Lee Rishi Bommasani Michael S. Bernstein Percy Liang LM&MA ALM 58 99 0 19 Dec 2022
PAL: Persona-Augmented Emotional Support Conversation Generation Jiale Cheng Sahand Sabour Hao Sun Zhuang Chen Minlie Huang 21 27 0 19 Dec 2022
FADO: Feedback-Aware Double COntrolling Network for Emotional Support Conversation Wei Peng Ziyuan Qin Yue Hu Yuqiang Xie Yunpeng Li 27 29 0 01 Nov 2022
Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues Jiao Ou Jinchao Zhang Yang Feng Jie Zhou 33 13 0 30 Oct 2022
"Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking Léo Jacqmin L. Rojas-Barahona Benoit Favre 41 27 0 29 Jul 2022
Enabling Harmonious Human-Machine Interaction with Visual-Context Augmented Dialogue System: A Review Hao Wang Bin Guo Y. Zeng Yasan Ding Chen Qiu Ying Zhang Li Yao Zhiwen Yu 30 2 0 02 Jul 2022
OPERA: Harmonizing Task-Oriented Dialogs and Information Seeking Experience Miaoran Li Baolin Peng Jianfeng Gao Zhu Zhang 66 9 0 24 Jun 2022
Control Globally, Understand Locally: A Global-to-Local Hierarchical Graph Network for Emotional Support Conversation Wei Peng Yue Hu Luxi Xing Yuqiang Xie Yajing Sun Yunpeng Li 14 79 0 27 Apr 2022
Long Time No See! Open-Domain Conversation with Long-Term Persona Memory Xinchao Xu Zhibin Gou Wenquan Wu Zheng-Yu Niu Hua-Hong Wu Haifeng Wang Shihang Wang RALM 27 108 0 11 Mar 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 49 2,243 0 08 Feb 2022
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models Hanqing Zhang Haolin Song Shaoyu Li Ming Zhou Dawei Song 43 214 0 14 Jan 2022
TODSum: Task-Oriented Dialogue Summarization with State Tracking Lulu Zhao Fujia Zheng Keqing He Weihao Zeng Yuejie Lei Huixing Jiang Wei Yu Wu Weiran Xu Jun Guo Fanyu Meng 36 23 0 25 Oct 2021
Advances in Multi-turn Dialogue Comprehension: A Survey Zhuosheng Zhang Hai Zhao 23 21 0 11 Oct 2021
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts Shuhe Wang Yuxian Meng Xiaoya Li Xiaofei Sun Rongbin Ouyang Jiwei Li MLLM VLM 30 21 0 27 Sep 2021
Reinforced Natural Language Interfaces via Entropy Decomposition Xiaoran Wu Yipeng Kang LLMAG 30 0 0 23 Sep 2021
Exploring Prompt-based Few-shot Learning for Grounded Dialog Generation Chujie Zheng Minlie Huang 59 44 0 14 Sep 2021
Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions Mohammad Aliannejadi Julia Kiseleva A. Chuklin Jeffrey Stephen Dalton Mikhail Burtsev 73 96 0 13 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 23 0 0 12 Sep 2021
Enhancing Self-Disclosure In Neural Dialog Models By Candidate Re-ranking Mayank Soni Benjamin R. Cowan Vincent P. Wade 18 4 0 10 Sep 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 54 94 0 01 Jul 2021
Automatically Select Emotion for Response via Personality-affected Emotion Transition Zhiyuan Wen Jiannong Cao Ruosong Yang Shuaiqi Liu Jiaxing Shen 24 25 0 30 Jun 2021
Progressive Open-Domain Response Generation with Multiple Controllable Attributes Haiqing Yang Xiaoyuan Yao Yiqun Duan Jianping Shen Jie Zhong Anton van den Hengel 22 11 0 07 Jun 2021
Diversifying Dialog Generation via Adaptive Label Smoothing Yida Wang Yinhe Zheng Yong-jia Jiang Minlie Huang 28 37 0 30 May 2021
Emotion Dynamics Modeling via BERT Haiqing Yang Jianping Shen 24 11 0 15 Apr 2021
Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little Data Tarek Naous Wissam Antoun Reem A. Mahmoud Hazem M. Hajj 36 18 0 07 Mar 2021
NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation Xiaoyang Wang Chen Li Jianqiao Zhao Dong Yu 19 39 0 03 Mar 2021
Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach Ashish Sharma Inna Wanyin Lin Adam S. Miner David C. Atkins Tim Althoff AI4MH 25 138 0 19 Jan 2021
OpenViDial: A Large-Scale, Open-Domain Dialogue Dataset with Visual Contexts Yuxian Meng Shuhe Wang Qinghong Han Xiaofei Sun Fei Wu Rui Yan Jiwei Li 27 28 0 30 Dec 2020
Local Knowledge Powered Conversational Agents Sashank Santhanam Ming-Yu Liu Raul Puri M. Shoeybi M. Patwary Bryan Catanzaro 23 4 0 20 Oct 2020
A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support Ashish Sharma Adam S. Miner David C. Atkins Tim Althoff AI4MH 25 268 0 17 Sep 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 25 51 0 22 Jun 2020
Towards Unified Dialogue System Evaluation: A Comprehensive Analysis of Current Evaluation Protocols Sarah E. Finch Jinho D. Choi ELM 26 67 0 10 Jun 2020
RefNet: A Reference-aware Network for Background Based Conversation Chuan Meng Pengjie Ren Zhumin Chen Christof Monz Jun Ma Maarten de Rijke 16 61 0 18 Aug 2019
Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems Liu Yang Minghui Qiu Chen Qu J. Guo Yongfeng Zhang W. Bruce Croft Jun Huang Haiqing Chen 186 142 0 01 May 2018