Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking

8 October 2019

Philip S. Yu

Papers citing "Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking"

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Title
Beyond Ontology in Dialogue State Tracking for Goal-Oriented Chatbot Sejin Lee Dongha Kim Min Song 32 0 0 30 Oct 2024
HR-Agent: A Task-Oriented Dialogue (TOD) LLM Agent Tailored for HR Applications Weijie Xu Jay Desai Fanyou Wu Josef Valvoda Srinivasan H. Sengamedu LLMAG 38 1 0 15 Oct 2024
Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization Yu-Min Tseng Yu-Chao Huang Teng-Yun Hsiao Yu-Ching Hsu Chao-Wei Huang Jia-Yin Foo Yun-Nung Chen LLMAG 256 67 0 03 Jun 2024
Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation Cheng Niu Xingguang Wang Xuxin Cheng Juntong Song Tong Zhang 38 10 0 17 May 2024
MoPE: Mixture of Prefix Experts for Zero-Shot Dialogue State Tracking Tianwen Tang Tong Zhu Haodong Liu Yin Bai Jia Cheng Wenliang Chen MoE 19 0 0 12 Apr 2024
Common Ground Tracking in Multimodal Dialogue Ibrahim Khebour Kenneth Lai Mariah Bradford Yifan Zhu R. Brutti ... Jingxuan Tu Benjamin Ibarra Nathaniel Blanchard Nikhil Krishnaswamy James Pustejovsky 30 5 0 26 Mar 2024
A Survey of the Evolution of Language Model-Based Dialogue Systems Hongru Wang Lingzhi Wang Yiming Du Liang Chen Jing Zhou Yufei Wang Kam-Fai Wong LRM 56 20 0 28 Nov 2023
Schema Graph-Guided Prompt for Multi-Domain Dialogue State Tracking Ruolin Su Ting-Wei Wu B. Juang 11 1 0 10 Nov 2023
Dense Retrieval as Indirect Supervision for Large-space Decision Making Nan Xu Fei Wang Mingtao Dong Muhao Chen RALM 24 4 0 28 Oct 2023
Towards LLM-driven Dialogue State Tracking Yujie Feng Zexin Lu Bo Liu Li-Ming Zhan Xiao-Ming Wu 8 20 0 23 Oct 2023
VDialogUE: A Unified Evaluation Benchmark for Visually-grounded Dialogue Yunshui Li Binyuan Hui Zhaochao Yin Wanwei He Run Luo Yuxing Long Min Yang Fei Huang Yongbin Li 24 1 0 14 Sep 2023
Enhancing Performance on Seen and Unseen Dialogue Scenarios using Retrieval-Augmented End-to-End Task-Oriented System Jianguo Zhang Stephen Roller Kun Qian Zhiwei Liu Rui Meng Shelby Heinecke Haiquan Wang Silvio Savarese Caiming Xiong RALM 20 3 0 16 Aug 2023
Task Conditioned BERT for Joint Intent Detection and Slot-filling Diogo Tavares Pedro Azevedo David Semedo R. Sousa João Magalhães 16 4 0 11 Aug 2023
Span-Selective Linear Attention Transformers for Effective and Robust Schema-Guided Dialogue State Tracking Björn Bebensee Haejun Lee 23 4 0 15 Jun 2023
Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation Taha İbrahim Aksu MingSung Kan Nancy F. Chen VLM 18 9 0 07 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
PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts Yunshui Li Binyuan Hui Zhichao Yin Min Yang Fei Huang Yongbin Li MoE 27 19 0 24 May 2023
Task-Optimized Adapters for an End-to-End Task-Oriented Dialogue System Namo Bang Jeehyun Lee M. Koo 168 37 0 04 May 2023
Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue Systems Yihao Feng Shentao Yang Shujian Zhang Jianguo Zhang Caiming Xiong Mi Zhou Haiquan Wang OffRL 26 24 0 20 Feb 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 22 5 0 16 Feb 2023
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 27 6 0 10 Nov 2022
Schema Encoding for Transferable Dialogue State Tracking Hyunmin Jeon G. G. Lee 16 0 0 05 Oct 2022
SF-DST: Few-Shot Self-Feeding Reading Comprehension Dialogue State Tracking with Auxiliary Task Jihyun Lee G. G. Lee 22 2 0 16 Sep 2022
SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation Wanwei He Yinpei Dai Min Yang Jian Sun Fei Huang Luo Si Yongbin Li 19 60 0 14 Sep 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
Act-Aware Slot-Value Predicting in Multi-Domain Dialogue State Tracking Ruolin Su Ting-Wei Wu B. Juang 17 5 0 04 Aug 2022
"Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking Léo Jacqmin L. Rojas-Barahona Benoit Favre 34 27 0 29 Jul 2022
Multimodal Dialogue State Tracking Hung Le Nancy F. Chen S. Hoi 28 9 0 16 Jun 2022
Beyond the Granularity: Multi-Perspective Dialogue Collaborative Selection for Dialogue State Tracking Jinyu Guo Kai Shuang Jijie Li Zihan Wang Yixuan Liu 11 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 24 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 21 40 0 14 Apr 2022
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking Han Zhou Ignacio Iacobacci Pasquale Minervini 29 2 0 12 Apr 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 14 59 0 16 Mar 2022
Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking Takyoung Kim Hoonsang Yoon Yukyung Lee Pilsung Kang Misuk Kim 17 7 0 07 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 22 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 12 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 46 64 0 21 Jan 2022
Database Search Results Disambiguation for Task-Oriented Dialog Systems Kun Qian Ahmad Beirami Satwik Kottur Shahin Shayandeh Paul A. Crook A. Geramifard Zhou Yu Chinnadhurai Sankar 33 15 0 15 Dec 2021
Amendable Generation for Dialogue State Tracking Xin Tian Liankai Huang Yingzhan Lin Siqi Bao H. He Yunyi Yang Hua-Hong Wu Fan Wang Shuqi Sun 28 35 0 29 Oct 2021
Virtual Augmentation Supported Contrastive Learning of Sentence Representations Dejiao Zhang Wei Xiao Henghui Zhu Xiaofei Ma Andrew O. Arnold SSL 51 29 0 16 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 20 2 0 29 Sep 2021
PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation Siqi Bao H. He Fan Wang Hua-Hong Wu Haifeng Wang ... Xinxian Huang Xin Tian Xinchao Xu Yingzhan Lin Zhengyu Niu VLM ALM 24 60 0 20 Sep 2021
Dialogue State Tracking with a Language Model using Schema-Driven Prompting Chia-Hsuan Lee Hao Cheng Mari Ostendorf 17 130 0 15 Sep 2021
Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning Jianguo Zhang Trung Bui Seunghyun Yoon Xiang Chen Zhiwei Liu Congying Xia Quan Hung Tran Walter Chang Philip Yu VLM 23 87 0 13 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 22 73 0 10 Sep 2021
CINS: Comprehensive Instruction for Few-shot Learning in Task-oriented Dialog Systems Fei Mi Yitong Li Yasheng Wang Xin Jiang Qun Liu 28 43 0 10 Sep 2021
Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance Carel van Niekerk A. Malinin Christian Geishauser Michael Heck Hsien-chin Lin Nurul Lubis Shutong Feng Milica Gavsić 18 9 0 09 Sep 2021