Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems

23 April 2018

Andrea Madotto

Papers citing "Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems"

46 / 46 papers shown

Title
PhilHumans: Benchmarking Machine Learning for Personal Health Vadim Liventsev Vivek Kumar Allmin Pradhap Singh Susaiyah Zixiu "Alex" Wu Ivan Rodin ... Milan Petkovic Diego Reforgiato Recupero Ehud Reiter Daniele Riboni Raymond Sterling AI4MH LM&MA 34 0 0 04 May 2024
InCA: Rethinking In-Car Conversational System Assessment Leveraging Large Language Models Ken E. Friedl Abbas Goher Khan S. Sahoo Md. Rony Jana Germies Christian Süß 30 3 0 13 Nov 2023
InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems Willy Chung Samuel Cahyawijaya Bryan Wilie Holy Lovenia Pascale Fung 19 5 0 13 Oct 2023
Open Set Relation Extraction via Unknown-Aware Training Jun Zhao Xin Zhao Wenyu Zhan Qi Zhang Tao Gui Zhongyu Wei Yunwen Chen Xiang Gao Xuanjing Huang 30 1 0 08 Jun 2023
Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models Qiang Zhang Jason Naradowsky Yusuke Miyao ELM 24 32 0 29 May 2023
A Unified Framework for Slot based Response Generation in a Multimodal Dialogue System Mauajama Firdaus Avinash Madasu Asif Ekbal 44 7 0 27 May 2023
Schema-Guided User Satisfaction Modeling for Task-Oriented Dialogues Yue Feng Yunlong Jiao Animesh Prasad Nikolaos Aletras Emine Yilmaz G. Kazai 22 5 0 26 May 2023
Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog Fanqi Wan Weizhou Shen Ke Yang Xiaojun Quan Wei Bi RALM 34 10 0 17 May 2023
Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue Jian Wang Dongding Lin Wenjie Li 32 20 0 09 May 2023
Personalizing Task-oriented Dialog Systems via Zero-shot Generalizable Reward Function A. B. Siddique M. H. Maqbool Kshitija Taywade H. Foroosh 24 12 0 24 Mar 2023
Discovering Customer-Service Dialog System with Semi-Supervised Learning and Coarse-to-Fine Intent Detection Zhitong Yang Xing Ma Anqi Liu Zheyu Zhang 18 1 0 23 Dec 2022
HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction Xuming Hu Shuliang Liu Chenwei Zhang Shuang Li Lijie Wen Philip S. Yu SSL 41 39 0 04 May 2022
Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems Yi-Lin Tuan Sajjad Beygi Maryam Fazel-Zarandi Qiaozi Gao Alessandra Cervone William Yang Wang LRM 21 23 0 20 Mar 2022
TraceNet: Tracing and Locating the Key Elements in Sentiment Analysis Qinghua Zhao Shuai Ma 11 0 0 28 Feb 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 2,234 0 08 Feb 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models Tianbao Xie Chen Henry Wu Peng Shi Ruiqi Zhong Torsten Scholak ... Lingpeng Kong Rui Zhang Noah A. Smith Luke Zettlemoyer Tao Yu LMTD 26 296 0 16 Jan 2022
Prix-LM: Pretraining for Multilingual Knowledge Base Construction Wenxuan Zhou Fangyu Liu Ivan Vulić Nigel Collier Muhao Chen KELM 62 18 0 16 Oct 2021
Detecting Speaker Personas from Conversational Texts Jia-Chen Gu Zhen-Hua Ling Yu-Huan Wu Quan Liu Zhigang Chen Xiao-Dan Zhu 16 16 0 03 Sep 2021
Task-Oriented Dialogue System as Natural Language Generation Weizhi Wang Zhirui Zhang Junliang Guo Yinpei Dai Boxing Chen Weihua Luo 28 32 0 31 Aug 2021
DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network Junkang Wu Wentao Shi Xuezhi Cao Jiawei Chen Wenqiang Lei Fuzheng Zhang Wei Yu Wu Xiangnan He 11 66 0 22 Aug 2021
How to Evaluate Your Dialogue Models: A Review of Approaches Xinmeng Li Wansen Wu Long Qin Quanjun Yin ELM 27 8 0 03 Aug 2021
A Template-guided Hybrid Pointer Network for Knowledge-basedTask-oriented Dialogue Systems Dingmin Wang Ziyao Chen Wanwei He Li Zhong Yunzhe Tao Min Yang 30 11 0 10 Jun 2021
Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained Transformers Debanjan Chaudhuri Md. Rony Jens Lehmann 13 12 0 30 Mar 2021
A Cooperative Memory Network for Personalized Task-oriented Dialogue Systems with Incomplete User Profiles Jiahuan Pei Pengjie Ren Maarten de Rijke 14 24 0 16 Feb 2021
DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition Weizhou Shen Junqing Chen Xiaojun Quan Zhixiang Xie 13 199 0 16 Dec 2020
A Weighted Heterogeneous Graph Based Dialogue System Xinyan Zhao Liangwei Chen Huanhuan Chen 8 4 0 21 Oct 2020
Learning from Context or Names? An Empirical Study on Neural Relation Extraction Hao Peng Tianyu Gao Xu Han Yankai Lin Peng Li Zhiyuan Liu Maosong Sun Jie Zhou 26 200 0 05 Oct 2020
GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems Shiquan Yang Rui Zhang S. Erfani 16 60 0 04 Oct 2020
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems Andrea Madotto Samuel Cahyawijaya Genta Indra Winata Yan Xu Zihan Liu Zhaojiang Lin Pascale Fung 36 59 0 28 Sep 2020
DAM: Deliberation, Abandon and Memory Networks for Generating Detailed and Non-repetitive Responses in Visual Dialogue X. Jiang J. Yu Yajing Sun Zengchang Qin Zihao Zhu Yue Hu Qi Wu MLLM 40 19 0 07 Jul 2020
A Survey on Dialog Management: Recent Advances and Challenges Yinpei Dai Huihua Yu Yixuan Jiang Chengguang Tang Yongbin Li Jian Sun OffRL VLM 22 20 0 05 May 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 31 525 0 02 May 2020
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog Libo Qin Xiao Xu Wanxiang Che Yue Zhang Ting Liu MoMe 6 85 0 23 Apr 2020
Sequential Latent Knowledge Selection for Knowledge-Grounded Dialogue Byeongchang Kim Jaewoo Ahn Gunhee Kim BDL 33 167 0 18 Feb 2020
Attention over Parameters for Dialogue Systems Andrea Madotto Zhaojiang Lin Chien-Sheng Wu Jamin Shin Pascale Fung 22 20 0 07 Jan 2020
Task-Oriented Conversation Generation Using Heterogeneous Memory Networks Zehao Lin Xinjing Huang Feng Ji Haiqing Chen Yin Zhang 40 19 0 25 Sep 2019
Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations Peixiang Zhong Di Wang C. Miao 19 269 0 24 Sep 2019
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever Libo Qin Yijia Liu Wanxiang Che Haoyang Wen Yangming Li Ting Liu RALM 25 59 0 15 Sep 2019
Incremental Transformer with Deliberation Decoder for Document Grounded Conversations Zekang Li Cheng Niu Fandong Meng Yang Feng Q. Li Jie Zhou 20 115 0 20 Jul 2019
Personalizing Dialogue Agents via Meta-Learning Zhaojiang Lin Andrea Madotto Chien-Sheng Wu Pascale Fung 23 178 0 24 May 2019
Review-Driven Answer Generation for Product-Related Questions in E-Commerce Shiqian Chen Chenliang Li Feng Ji Wei Zhou Haiqing Chen 24 49 0 27 Apr 2019
ConvLab: Multi-Domain End-to-End Dialog System Platform Sungjin Lee Qi Zhu Ryuichi Takanobu Xiang Li Yaoqin Zhang ... Jinchao Li Baolin Peng Xiujun Li Minlie Huang Jianfeng Gao VLM 19 110 0 18 Apr 2019
Global-to-local Memory Pointer Networks for Task-Oriented Dialogue Chien-Sheng Wu R. Socher Caiming Xiong 11 165 0 15 Jan 2019
Multi-level Memory for Task Oriented Dialogs Revanth Reddy Gangi Reddy Danish Contractor Dinesh Raghu Sachindra Joshi 11 58 0 24 Oct 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 37 668 0 21 Sep 2018
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,923 0 17 Aug 2015