Efficient Dialogue State Tracking by Selectively Overwriting Memory

10 November 2019

Papers citing "Efficient Dialogue State Tracking by Selectively Overwriting Memory"

50 / 92 papers shown

Title
Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue Huifang Du Shuqin Li Minghao Wu Xuejing Feng Yuan-Fang Li Haofen Wang OffRL 86 1 0 20 Jun 2024
Granular Change Accuracy: A More Accurate Performance Metric for Dialogue State Tracking Taha İbrahim Aksu Nancy F. Chen 18 0 0 17 Mar 2024
Chain of Thought Explanation for Dialogue State Tracking Lin Xu Ningxin Peng Daquan Zhou See-Kiong Ng Jinlan Fu LRM 27 1 0 07 Mar 2024
Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries Seanie Lee Jianpeng Cheng Joris Driesen Alexandru Coca Anders Johannsen RALM 48 1 0 20 Feb 2024
SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State Tracking Atharva Kulkarni Bo-Hsiang Tseng Joel Ruben Antony Moniz Dhivya Piraviperumal Hong-ye Yu Shruti Bhargava SyDa 33 9 0 03 Feb 2024
TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and Action-Tree Based Scheduled Sampling Longxiang Liu Xiuxing Li Yang Feng 27 0 0 28 Jan 2024
OmniDialog: An Omnipotent Pre-training Model for Task-Oriented Dialogue System Mingtao Yang See-Kiong Ng Jinlan Fu 26 1 0 28 Dec 2023
Turn-Level Active Learning for Dialogue State Tracking Zihan Zhang Meng Fang Fanghua Ye Ling-Hao Chen Mohammad-Reza Namazi-Rad 43 1 0 23 Oct 2023
Lexical Entrainment for Conversational Systems Zhengxiang Shi Procheta Sen Aldo Lipani 36 1 0 14 Oct 2023
Adapting Text-based Dialogue State Tracker for Spoken Dialogues Jaeseok Yoon Seunghyun Hwang Ran Han Jeong-Uk Bang Kee-Eung Kim 25 0 0 29 Aug 2023
ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity? Michael Heck Nurul Lubis Benjamin Ruppik Renato Vukovic Shutong Feng Christian Geishauser Hsien-chin Lin Carel van Niekerk Milica Gavsić 11 43 0 02 Jun 2023
Diable: Efficient Dialogue State Tracking as Operations on Tables Pietro Lesci Yoshinari Fujinuma Momchil Hardalov Chao Shang Yassine Benajiba Lluís Marquez LMTD 33 7 0 26 May 2023
Multijugate Dual Learning for Low-Resource Task-Oriented Dialogue System Shimin Li Xiaotian Zhang Yanjun Zheng Linyang Li Xipeng Qiu 33 2 0 25 May 2023
DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade Zefan Cai Xin Zheng Tianyu Liu Xu Wang H. Meng Jiaqi Han Gang Yuan Binghuai Lin Baobao Chang Yunbo Cao 26 4 0 24 May 2023
Continual Dialogue State Tracking via Example-Guided Question Answering Hyundong Justin Cho Andrea Madotto Zhaojiang Lin Khyathi Raghavi Chandu Satwik Kottur Jing Xu Jonathan May Chinnadhurai Sankar CLL 31 3 0 23 May 2023
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? Chaoning Zhang Chenshuang Zhang Sheng Zheng Yu Qiao Chenghao Li ... Lik-Hang Lee Yang Yang Heng Tao Shen In So Kweon Choong Seon Hong 85 159 0 21 Mar 2023
Dialogue State Distillation Network with Inter-slot Contrastive Learning for Dialogue State Tracking Jing Xu Dandan Song Chong Liu Siu Cheung Hui Fei Li Qiang Ju Xiaonan He Jian Xie 24 5 0 16 Feb 2023
Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking Derek Chen Kun Qian Zhou Yu 20 5 0 12 Feb 2023
KILDST: Effective Knowledge-Integrated Learning for Dialogue State Tracking using Gazetteer and Speaker Information Hyungtak Choi Hyeonmok Ko Gurpreet Kaur Lohith Ravuru Kiranmayi Gandikota Manisha Jhawar S. Dharani Pranamya Patil 11 0 0 18 Jan 2023
Can Current Task-oriented Dialogue Models Automate Real-world Scenarios in the Wild? Sang-Woo Lee Sungdong Kim Donghyeon Ko Dong-hyun Ham Youngki Hong ... Wangkyo Jung Kyunghyun Cho Donghyun Kwak H. Noh W. Park 51 1 0 20 Dec 2022
MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking Haoning Zhang Junwei Bao Haipeng Sun Youzheng Wu Wenye Li Shuguang Cui Xiaodong He 29 6 0 10 Nov 2022
MetaASSIST: Robust Dialogue State Tracking with Meta Learning Fanghua Ye Xi Wang Jie Huang Shenghui Li Sam Stern Emine Yilmaz 31 9 0 22 Oct 2022
Keep Me Updated! Memory Management in Long-term Conversations Sanghwan Bae Donghyun Kwak Soyoung Kang Min Young Lee Sungdong Kim Yuin Jeong Hyeri Kim Sang-Woo Lee W. Park Nako Sung 43 47 0 17 Oct 2022
DialoGen: Generalized Long-Range Context Representation for Dialogue Systems Suvodip Dey M. Desarkar Asif Ekbal P. K. Srijith 30 2 0 12 Oct 2022
CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking Haoning Zhang Junwei Bao Haipeng Sun Huaishao Luo Wenye Li Shuguang Cui BDL 19 1 0 11 Oct 2022
Schema Encoding for Transferable Dialogue State Tracking Hyunmin Jeon G. G. Lee 21 0 0 05 Oct 2022
OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue Zhi Chen Yuncong Liu Lu Chen Su Zhu Mengyue Wu Kai Yu 36 11 0 10 Sep 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
DSTEA: Improving Dialogue State Tracking via Entity Adaptive Pre-training Yukyung Lee Takyoung Kim Hoonsang Yoon Pilsung Kang Junseong Bang Misuk Kim 23 3 0 08 Jul 2022
A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking Eleftherios Kapelonis Efthymios Georgiou Alexandros Potamianos 15 8 0 02 Jul 2022
Beyond the Granularity: Multi-Perspective Dialogue Collaborative Selection for Dialogue State Tracking Jinyu Guo Kai Shuang Jijie Li Zihan Wang Yixuan Liu 16 17 0 20 May 2022
LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking Yifa Wang Jing Zhao Junwei Bao Chaoqun Duan Youzheng Wu Xiaodong He 27 18 0 05 May 2022
Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking Yue Feng Aldo Lipani Fanghua Ye Qiang Zhang Emine Yilmaz 26 40 0 14 Apr 2022
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking Han Zhou Ignacio Iacobacci Pasquale Minervini 31 2 0 12 Apr 2022
UniDU: Towards A Unified Generative Dialogue Understanding Framework Zhi Chen Lu Chen B. Chen Libo Qin Yuncong Liu Su Zhu Jian-Guang Lou Kai Yu 30 13 0 10 Apr 2022
Towards Fair Evaluation of Dialogue State Tracking by Flexible Incorporation of Turn-level Performances Suvodip Dey Ramamohan Kummara M. Desarkar 16 12 0 07 Apr 2022
Prompt-based Generative Approach towards Multi-Hierarchical Medical Dialogue State Tracking Jun Liu Tong Ruan Haofen Wang Huanhuan Zhang 32 2 0 18 Mar 2022
In-Context Learning for Few-Shot Dialogue State Tracking Yushi Hu Chia-Hsuan Lee Tianbao Xie Tao Yu Noah A. Smith Mari Ostendorf BDL 22 59 0 16 Mar 2022
Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking Jamin Shin Hangyeol Yu Hyeongdon Moon Andrea Madotto Juneyoung Park 30 29 0 03 Mar 2022
ASSIST: Towards Label Noise-Robust Dialogue State Tracking Fanghua Ye Yue Feng Emine Yilmaz 21 21 0 26 Feb 2022
On Tracking Dialogue State by Inheriting Slot Values in Mentioned Slot Pools Zhoujian Sun Zhengxing Huang Nai Ding 17 7 0 15 Feb 2022
Robust Dialogue State Tracking with Weak Supervision and Sparse Data Michael Heck Nurul Lubis Carel van Niekerk Shutong Feng Christian Geishauser Hsien-Chin Lin Milica Gavsić 15 17 0 07 Feb 2022
Description-Driven Task-Oriented Dialog Modeling Jeffrey Zhao Raghav Gupta Yuan Cao Dian Yu Mingqiu Wang Harrison Lee Abhinav Rastogi Izhak Shafran Yonghui Wu 48 64 0 21 Jan 2022
Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues M. Moradshahi Victoria Tsai Giovanni Campagna M. Lam 14 16 0 04 Nov 2021
Amendable Generation for Dialogue State Tracking Xin Tian Liankai Huang Yingzhan Lin Siqi Bao H. He Yunyi Yang Hua Wu Fan Wang Shuqi Sun 38 35 0 29 Oct 2021
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System Yixuan Su Lei Shu Elman Mansimov Arshit Gupta Deng Cai Yi-An Lai Yi Zhang 150 192 0 29 Sep 2021
Improving Dialogue State Tracking by Joint Slot Modeling Ting-Rui Chiang Yi-Ting Yeh 25 2 0 29 Sep 2021
Dialogue State Tracking with a Language Model using Schema-Driven Prompting Chia-Hsuan Lee Hao Cheng Mari Ostendorf 27 130 0 15 Sep 2021
Zero-Shot Dialogue State Tracking via Cross-Task Transfer Zhaojiang Lin Bing-Quan Liu Andrea Madotto Seungwhan Moon Paul A. Crook ... Zhiguang Wang Zhou Yu Eunjoon Cho R. Subba Pascale Fung 33 73 0 10 Sep 2021
Effective Sequence-to-Sequence Dialogue State Tracking Jeffrey Zhao Mahdis Mahdieh Ye Zhang Yuan Cao Yonghui Wu 20 42 0 31 Aug 2021