Dialog State Tracking: A Neural Reading Comprehension Approach

6 August 2019

Papers citing "Dialog State Tracking: A Neural Reading Comprehension Approach"

36 / 36 papers shown

Title
A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding Abdulfattah Safa Gözde Gül Şahin 51 1 0 24 Sep 2024
Towards Enhancing Health Coaching Dialogue in Low-Resource Settings Yue Zhou Barbara Maria Di Eugenio Brian D. Ziebart Lisa Sharp Bing Liu Ben S. Gerber Nikolaos Agadakos S. Yadav 38 4 0 13 Apr 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 24 0 0 12 Apr 2024
Why Guided Dialog Policy Learning performs well? Understanding the role of adversarial learning and its alternative Sho Shimoyama Tetsuro Morimura Kenshi Abe Toda Takamichi Yuta Tomomatsu Masakazu Sugiyama Asahi Hentona Yuuki Azuma Hirotaka Ninomiya OffRL 26 0 0 13 Jul 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
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning Mingyu Derek Ma Jiun-Yu Kao Shuyang Gao Arpit Gupta Di Jin Tagyoung Chung Nanyun Peng 26 7 0 26 Jan 2023
Discovering the Hidden Facts of User-Dispatcher Interactions via Text-based Reporting Systems for Community Safety Yiren Liu Ryan D. W. Mayfield Yun Huang 27 2 0 09 Nov 2022
Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems Weihao Zeng Keqing He Zechen Wang Dayuan Fu Guanting Dong ... Pei Wang Jingang Wang Chaobo Sun Wei Wu Weiran Xu 33 15 0 17 Oct 2022
Manual-Guided Dialogue for Flexible Conversational Agents Ryuichi Takanobu Hao Zhou Yankai Lin Peng Li Jie Zhou Minlie Huang 27 1 0 16 Aug 2022
"Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking Léo Jacqmin L. Rojas-Barahona Benoit Favre 43 27 0 29 Jul 2022
Compositional Task-Oriented Parsing as Abstractive Question Answering Wenting Zhao Konstantine Arkoudas Weiqiong Sun Claire Cardie 29 13 0 04 May 2022
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking Han Zhou Ignacio Iacobacci Pasquale Minervini 37 2 0 12 Apr 2022
Continual Prompt Tuning for Dialog State Tracking Qi Zhu Bing Li Fei Mi Xiaoyan Zhu Minlie Huang CLL KELM 37 57 0 13 Mar 2022
What Did You Say? Task-Oriented Dialog Datasets Are Not Conversational!? Alice Shoshana Jakobovits Francesco Piccinno Yasemin Altun 27 3 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 30 29 0 03 Mar 2022
A Survey on Recent Advances and Challenges in Reinforcement Learning Methods for Task-Oriented Dialogue Policy Learning Wai-Chung Kwan Hongru Wang Huimin Wang Kam-Fai Wong OffRL 38 43 0 28 Feb 2022
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 83 1,035 0 01 Nov 2021
Improving Dialogue State Tracking by Joint Slot Modeling Ting-Rui Chiang Yi-Ting Yeh 25 2 0 29 Sep 2021
ShopTalk: A System for Conversational Faceted Search G. Manku James Lee-Thorp Bhargav Kanagal Joshua Ainslie Jingchen Feng ... Jim Rosswog Sumit Sanghai Michael Pohl Larry Adams D. Sivakumar 17 1 0 02 Sep 2021
Learn to Focus: Hierarchical Dynamic Copy Network for Dialogue State Tracking Linhao Zhang Houfeng Wang 30 0 0 25 Jul 2021
A Dialogue-based Information Extraction System for Medical Insurance Assessment Shuang Peng Mengdi Zhou Minghui Yang Haitao Mi Shaosheng Cao Zujie Wen Teng Xu Hongbin Wang Lei Liu 26 4 0 13 Jul 2021
Dependency Parsing as MRC-based Span-Span Prediction Leilei Gan Yuxian Meng Kun Kuang Xiaofei Sun Chun Fan Fei Wu Jiwei Li 40 21 0 17 May 2021
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems Anish Acharya Suranjit Adhikari Sanchit Agarwal Vincent Auvray Nehal Belgamwar ... Vittorio Perera Abhishek Sethi Minmin Shen N. Strom Eddie Wang 30 22 0 19 Apr 2021
SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations Satwik Kottur Seungwhan Moon A. Geramifard Babak Damavandi 18 88 0 18 Apr 2021
Slot Self-Attentive Dialogue State Tracking Fanghua Ye Jarana Manotumruksa Qiang Zhang Shenghui Li Emine Yilmaz 51 63 0 22 Jan 2021
Dialog Simulation with Realistic Variations for Training Goal-Oriented Conversational Systems Chien-Wei Lin Vincent Auvray D. Elkind Arijit Biswas Maryam Fazel-Zarandi ... A. Metallinou Tagyoung Chung C. Zhu Suranjit Adhikari Dilek Z. Hakkani-Tür 17 5 0 16 Nov 2020
Language Model is All You Need: Natural Language Understanding as Question Answering Mahdi Namazifar Alexandros Papangelis Gokhan Tur Dilek Z. Hakkani-Tür 21 47 0 05 Nov 2020
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers Shiyang Li Semih Yavuz Kazuma Hashimoto Jia Li Tong Niu Nazneen Rajani Xifeng Yan Yingbo Zhou Caiming Xiong 44 62 0 24 Oct 2020
Dual Learning for Dialogue State Tracking Zhi Chen Lu Chen Yanbin Zhao Su Zhu Kai Yu 20 3 0 22 Sep 2020
From Machine Reading Comprehension to Dialogue State Tracking: Bridging the Gap Shuyang Gao Sanchit Agarwal Tagyoung Chung Di Jin Dilek Z. Hakkani-Tür 20 71 0 13 Apr 2020
Data Augmentation for Copy-Mechanism in Dialogue State Tracking Xiaohui Song Liangjun Zang Yipeng Su Xing Wu Jizhong Han Songlin Hu 19 10 0 22 Feb 2020
Non-Autoregressive Dialog State Tracking Hung Le R. Socher Guosheng Lin 32 52 0 19 Feb 2020
MA-DST: Multi-Attention Based Scalable Dialog State Tracking Adarsh Kumar Peter Ku Anuj Kumar Goyal A. Metallinou Dilek Z. Hakkani-Tür 27 58 0 07 Feb 2020
Efficient Dialogue State Tracking by Selectively Overwriting Memory Sungdong Kim Sohee Yang Gyuwan Kim Sang-Woo Lee 26 195 0 10 Nov 2019
Multi-domain Dialogue State Tracking as Dynamic Knowledge Graph Enhanced Question Answering Li Zhou Kevin Small 22 85 0 07 Nov 2019
Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking Jianguo Zhang Kazuma Hashimoto Chien-Sheng Wu Yao Wan Philip S. Yu R. Socher Caiming Xiong 50 167 0 08 Oct 2019