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MA-DST: Multi-Attention Based Scalable Dialog State Tracking

MA-DST: Multi-Attention Based Scalable Dialog State Tracking

AAAI Conference on Artificial Intelligence (AAAI), 2020
7 February 2020
Adarsh Kumar
Peter Ku
Anuj Kumar Goyal
A. Metallinou
Dilek Z. Hakkani-Tür
ArXiv (abs)PDFHTML

Papers citing "MA-DST: Multi-Attention Based Scalable Dialog State Tracking"

23 / 23 papers shown
HiCoLoRA: Addressing Context-Prompt Misalignment via Hierarchical Collaborative LoRA for Zero-Shot DST
HiCoLoRA: Addressing Context-Prompt Misalignment via Hierarchical Collaborative LoRA for Zero-Shot DST
Shuyu Zhang
Yifan Wei
X. Wang
Yanmin Zhu
Yangfan He
Yixuan Weng
Bin Li
Yujie Liu
VLM
227
0
0
24 Sep 2025
Reasoning-Enhanced Object-Centric Learning for Videos
Reasoning-Enhanced Object-Centric Learning for VideosKnowledge Discovery and Data Mining (KDD), 2024
Jian Li
Pu Ren
Yang Liu
Hao Sun
OCLLRM
443
4
0
22 Mar 2024
InstructTODS: Large Language Models for End-to-End Task-Oriented
  Dialogue Systems
InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems
Willy Chung
Samuel Cahyawijaya
Bryan Wilie
Holy Lovenia
Pascale Fung
244
12
0
13 Oct 2023
Choice Fusion as Knowledge for Zero-Shot Dialogue State Tracking
Choice Fusion as Knowledge for Zero-Shot Dialogue State TrackingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Ruolin Su
Jingfeng Yang
Ting-Wei Wu
B. Juang
216
4
0
25 Feb 2023
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context
  Tuning
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context TuningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Praveen Venkateswaran
Evelyn Duesterwald
Vatche Isahagian
302
13
0
06 Dec 2022
FCTalker: Fine and Coarse Grained Context Modeling for Expressive
  Conversational Speech Synthesis
FCTalker: Fine and Coarse Grained Context Modeling for Expressive Conversational Speech SynthesisInternational Symposium on Chinese Spoken Language Processing (ISCSLP), 2022
Yifan Hu
Rui Liu
Guanglai Gao
Haizhou Li
775
10
0
27 Oct 2022
SF-DST: Few-Shot Self-Feeding Reading Comprehension Dialogue State
  Tracking with Auxiliary Task
SF-DST: Few-Shot Self-Feeding Reading Comprehension Dialogue State Tracking with Auxiliary TaskInterspeech (Interspeech), 2022
Jihyun Lee
G. G. Lee
170
2
0
16 Sep 2022
Instilling Type Knowledge in Language Models via Multi-Task QA
Instilling Type Knowledge in Language Models via Multi-Task QA
Shuyang Li
Mukund Sridhar
Chandan Prakash
Jin Cao
Wael Hamza
Julian McAuley
KELM
232
7
0
28 Apr 2022
Show, Don't Tell: Demonstrations Outperform Descriptions for
  Schema-Guided Task-Oriented Dialogue
Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented DialogueNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Raghav Gupta
Harrison Lee
Jeffrey Zhao
Abhinav Rastogi
Yuan Cao
Yonghui Wu
167
29
0
08 Apr 2022
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue
  Systems
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems
Harrison Lee
Raghav Gupta
Abhinav Rastogi
Yuan Cao
Bin Zhang
Yonghui Wu
376
39
0
13 Oct 2021
Improving Dialogue State Tracking by Joint Slot Modeling
Improving Dialogue State Tracking by Joint Slot Modeling
Ting-Rui Chiang
Yi-Ting Yeh
241
2
0
29 Sep 2021
Zero-Shot Dialogue State Tracking via Cross-Task Transfer
Zero-Shot Dialogue State Tracking via Cross-Task TransferConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Mohammad Kachuee
Bing-Quan Liu
Andrea Madotto
Seungwhan Moon
Paul A. Crook
...
Zhiguang Wang
Zhou Yu
Eunjoon Cho
R. Subba
Pascale Fung
266
77
0
10 Sep 2021
Ontology-Enhanced Slot Filling
Ontology-Enhanced Slot Filling
Yuhao Ding
Yik-Cheung Tam
145
0
0
25 Aug 2021
An Adversarial Learning based Multi-Step Spoken Language Understanding
  System through Human-Computer Interaction
An Adversarial Learning based Multi-Step Spoken Language Understanding System through Human-Computer Interaction
Yu Wang
Yilin Shen
Hongxia Jin
207
3
0
06 Jun 2021
NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based
  Simulation
NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based SimulationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Sungdong Kim
Minsuk Chang
Sang-Woo Lee
299
22
0
30 May 2021
CaSiNo: A Corpus of Campsite Negotiation Dialogues for Automatic
  Negotiation Systems
CaSiNo: A Corpus of Campsite Negotiation Dialogues for Automatic Negotiation SystemsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021
Kushal Chawla
Jaysa Ramirez
Rene Clever
Gale M. Lucas
Jonathan May
Jonathan Gratch
298
71
0
29 Mar 2021
Attention Guided Dialogue State Tracking with Sparse Supervision
Attention Guided Dialogue State Tracking with Sparse Supervision
Shuailong Liang
Lahari Poddar
Gyuri Szarvas
168
4
0
28 Jan 2021
Zero-shot Generalization in Dialog State Tracking through Generative
  Question Answering
Zero-shot Generalization in Dialog State Tracking through Generative Question AnsweringConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Shuyang Li
Jin Cao
Mukund Sridhar
Henghui Zhu
Shang-Wen Li
Wael Hamza
Julian McAuley
BDL
182
49
0
20 Jan 2021
Improving Limited Labeled Dialogue State Tracking with Self-Supervision
Improving Limited Labeled Dialogue State Tracking with Self-SupervisionFindings (Findings), 2020
Chien-Sheng Wu
Guosheng Lin
Caiming Xiong
165
23
0
26 Oct 2020
CoCo: Controllable Counterfactuals for Evaluating Dialogue State
  Trackers
CoCo: Controllable Counterfactuals for Evaluating Dialogue State TrackersInternational Conference on Learning Representations (ICLR), 2020
Shiyang Li
Semih Yavuz
Kazuma Hashimoto
Jia Li
Tong Niu
Nazneen Rajani
Xifeng Yan
Yingbo Zhou
Caiming Xiong
328
65
0
24 Oct 2020
Can Adversarial Weight Perturbations Inject Neural Backdoors?
Can Adversarial Weight Perturbations Inject Neural Backdoors?
Siddhant Garg
Adarsh Kumar
Vibhor Goel
Yingyu Liang
AAML
376
98
0
04 Aug 2020
TripPy: A Triple Copy Strategy for Value Independent Neural Dialog State
  Tracking
TripPy: A Triple Copy Strategy for Value Independent Neural Dialog State TrackingSIGDIAL Conferences (SIGDIAL), 2020
Michael Heck
Carel van Niekerk
Nurul Lubis
Christian Geishauser
Hsien-Chin Lin
Marco Moresi
Milica Gavsić
410
234
0
06 May 2020
Find or Classify? Dual Strategy for Slot-Value Predictions on
  Multi-Domain Dialog State Tracking
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
404
174
0
08 Oct 2019
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