Multi-task learning for Joint Language Understanding and Dialogue State Tracking

13 November 2018

Papers citing "Multi-task learning for Joint Language Understanding and Dialogue State Tracking"

38 / 38 papers shown

Title
Are LLMs All You Need for Task-Oriented Dialogue? Vojtvech Hudevcek Ondrej Dusek 26 57 0 13 Apr 2023
PoE: a Panel of Experts for Generalized Automatic Dialogue Assessment Chen Zhang L. F. D’Haro Qiquan Zhang Thomas Friedrichs Haizhou Li 26 7 0 18 Dec 2022
SF-DST: Few-Shot Self-Feeding Reading Comprehension Dialogue State Tracking with Auxiliary Task Jihyun Lee G. G. Lee 40 2 0 16 Sep 2022
Beyond the Granularity: Multi-Perspective Dialogue Collaborative Selection for Dialogue State Tracking Jinyu Guo Kai Shuang Jijie Li Zihan Wang Yixuan Liu 19 17 0 20 May 2022
Dynamic Dialogue Policy for Continual Reinforcement Learning Christian Geishauser Carel van Niekerk Nurul Lubis Michael Heck Hsien-chin Lin Shutong Feng Milica Gavsić CLL OffRL 44 14 0 12 Apr 2022
Findings from Experiments of On-line Joint Reinforcement Learning of Semantic Parser and Dialogue Manager with real Users Matthieu Riou Bassam Jabaian Stéphane Huet F. Lefèvre OffRL 24 0 0 25 Oct 2021
Multi-Task Learning for Situated Multi-Domain End-to-End Dialogue Systems Po-Nien Kung Chung-Cheng Chang Tse-Hsuan Yang H. Hsu Yu-Jia Liou Yun-Nung Chen 17 6 0 11 Oct 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
Generating Personalized Dialogue via Multi-Task Meta-Learning Jing Yang Lee Kong Aik Lee W. Gan 33 14 0 07 Aug 2021
Semantic-Enhanced Explainable Finetuning for Open-Domain Dialogues Yinhe Zheng Yida Wang Pei Ke Zhenyu Yang Minlie Huang 24 4 0 06 Jun 2021
Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking? Puhai Yang Heyan Huang Xian-Ling Mao 35 12 0 08 May 2021
SYSML: StYlometry with Structure and Multitask Learning: Implications for Darknet Forum Migrant Analysis Pranav Maneriker Yuntian He Srinivas Parthasarathy 34 9 0 01 Apr 2021
Slot Self-Attentive Dialogue State Tracking Fanghua Ye Jarana Manotumruksa Qiang Zhang Shenghui Li Emine Yilmaz 51 63 0 22 Jan 2021
Out-of-Task Training for Dialog State Tracking Models Michael Heck Carel van Niekerk Nurul Lubis Christian Geishauser Hsien-Chin Lin Marco Moresi Milica Gavsić 12 3 0 18 Nov 2020
LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization Nurul Lubis Christian Geishauser Michael Heck Hsien-Chin Lin Marco Moresi Carel van Niekerk Milica Gavsić OffRL 22 40 0 18 Nov 2020
Action State Update Approach to Dialogue Management Svetlana Stoyanchev Simon Keizer R. Doddipatla 24 9 0 09 Nov 2020
Hybrid Supervised Reinforced Model for Dialogue Systems Carlos Miranda Y. Kessaci BDL OffRL 11 0 0 04 Nov 2020
STN4DST: A Scalable Dialogue State Tracking based on Slot Tagging Navigation Puhai Yang Heyan Huang Xian-Ling Mao 8 0 0 21 Oct 2020
Augmented Natural Language for Generative Sequence Labeling Ben Athiwaratkun Cicero Nogueira dos Santos Jason Krone Bing Xiang VLM 19 61 0 15 Sep 2020
TripPy: A Triple Copy Strategy for Value Independent Neural Dialog State Tracking Michael Heck Carel van Niekerk Nurul Lubis Christian Geishauser Hsien-Chin Lin Marco Moresi Milica Gavsić 13 218 0 06 May 2020
Multi-Domain Dialogue Acts and Response Co-Generation Kai Wang Junfeng Tian Rui-cang Wang Xiaojun Quan Jianxing Yu 8 58 0 26 Apr 2020
Guessing State Tracking for Visual Dialogue Wei Pang Xiaojie Wang OOD 21 10 0 24 Feb 2020
Schema-Guided Dialogue State Tracking Task at DSTC8 Abhinav Rastogi Xiaoxue Zang Srinivas Sunkara Raghav Gupta Pranav Khaitan 27 41 0 02 Feb 2020
Fine-Tuning BERT for Schema-Guided Zero-Shot Dialogue State Tracking Yu-Ping Ruan Zhenhua Ling Jia-Chen Gu Quan Liu 11 19 0 01 Feb 2020
Plato Dialogue System: A Flexible Conversational AI Research Platform Alexandros Papangelis Mahdi Namazifar Chandra Khatri Yi-Chia Wang Piero Molino Gokhan Tur LLMAG 29 23 0 17 Jan 2020
The Eighth Dialog System Technology Challenge Seokhwan Kim Michel Galley Chulaka Gunasekara Sungjin Lee Adam Atkinson ... Tim K. Marks Abhinav Rastogi Xiaoxue Zang Srinivas Sunkara Raghav Gupta VLM 13 65 0 14 Nov 2019
DialogAct2Vec: Towards End-to-End Dialogue Agent by Multi-Task Representation Learning Zhuoxuan Jiang Ziming Huang Dong Sheng Li Xian-Ling Mao EgoV 17 2 0 11 Nov 2019
Hierarchical Multi-Task Natural Language Understanding for Cross-domain Conversational AI: HERMIT NLU Andrea Vanzo E. Bastianelli Oliver Lemon 18 36 0 02 Oct 2019
MuMMER: Socially Intelligent Human-Robot Interaction in Public Spaces Mary Ellen Foster B. Craenen A. Deshmukh Oliver Lemon E. Bastianelli ... Maxime Caniot Marketta Niemelä Päivi Heikkilä Hanna Lammi Antti Tammela 12 34 0 15 Sep 2019
Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset Abhinav Rastogi Xiaoxue Zang Srinivas Sunkara Raghav Gupta Pranav Khaitan 11 605 0 12 Sep 2019
Towards End-to-End Learning for Efficient Dialogue Agent by Modeling Looking-ahead Ability Zhuoxuan Jiang Xian-Ling Mao Ziming Huang Jie Ma Shaochun Li 28 6 0 15 Aug 2019
A Modular Task-oriented Dialogue System Using a Neural Mixture-of-Experts Jiahuan Pei Pengjie Ren Maarten de Rijke MoE 6 20 0 10 Jul 2019
BERT-DST: Scalable End-to-End Dialogue State Tracking with Bidirectional Encoder Representations from Transformer Guan-Lin Chao Ian Lane 6 102 0 05 Jul 2019
HyST: A Hybrid Approach for Flexible and Accurate Dialogue State Tracking Rahul Goel Shachi Paul Dilek Z. Hakkani-Tür 15 71 0 01 Jul 2019
Robust Zero-Shot Cross-Domain Slot Filling with Example Values Darsh J. Shah Raghav Gupta Amir Fayazi Dilek Z. Hakkani-Tür VLM 21 85 0 17 Jun 2019
Flexible and Scalable State Tracking Framework for Goal-Oriented Dialogue Systems Rahul Goel Shachi Paul Tagyoung Chung Jérémie Lecomte Arindam Mandal Dilek Z. Hakkani-Tür 11 15 0 30 Nov 2018
Beyond task success: A closer look at jointly learning to see, ask, and GuessWhat Ravi Shekhar Aashish Venkatesh Tim Baumgärtner Elia Bruni Barbara Plank Raffaella Bernardi Raquel Fernández 10 51 0 10 Sep 2018
Zero-Shot Adaptive Transfer for Conversational Language Understanding Sungjin Lee Rahul Jha 25 60 0 29 Aug 2018