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2002.01359
Cited By
Schema-Guided Dialogue State Tracking Task at DSTC8
2 February 2020
Abhinav Rastogi
Xiaoxue Zang
Srinivas Sunkara
Raghav Gupta
Pranav Khaitan
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Papers citing
"Schema-Guided Dialogue State Tracking Task at DSTC8"
34 / 34 papers shown
PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback
Alexandru Coca
Bo-Hsiang Tseng
Pete Boothroyd
Jianpeng Cheng
Mark Gaynor
...
Joe Stacey
Tristan Guigue
Héctor Martínez Alonso
Diarmuid Ó Séaghdha
Anders Johannsen
LM&Ro
161
0
0
21 Aug 2025
Arch-Router: Aligning LLM Routing with Human Preferences
Co Tran
Salman Paracha
Adil Hafeez
Shuguang Chen
456
5
0
19 Jun 2025
HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling
Junwen Zhang
Yin Zhang
BDL
262
5
0
13 Oct 2023
Improving End-to-End Speech Processing by Efficient Text Data Utilization with Latent Synthesis
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Jianqiao Lu
Wenyong Huang
Nianzu Zheng
Xingshan Zeng
Y. Yeung
Xiao Chen
SyDa
313
1
0
09 Oct 2023
Enhancing Performance on Seen and Unseen Dialogue Scenarios using Retrieval-Augmented End-to-End Task-Oriented System
SIGDIAL Conferences (SIGDIAL), 2023
Jianguo Zhang
Stephen Roller
Kun Qian
Zhiwei Liu
Rui Meng
Shelby Heinecke
Haiquan Wang
Silvio Savarese
Caiming Xiong
RALM
235
3
0
16 Aug 2023
Toward More Accurate and Generalizable Evaluation Metrics for Task-Oriented Dialogs
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
A. Komma
Nagesh Panyam Chandrasekarasastry
Timothy Leffel
Anuj Kumar Goyal
A. Metallinou
Spyros Matsoukas
Aram Galstyan
264
4
0
06 Jun 2023
ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity?
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Michael Heck
Nurul Lubis
Benjamin Ruppik
Renato Vukovic
Shutong Feng
Christian Geishauser
Hsien-chin Lin
Carel van Niekerk
Milica Gavsić
285
55
0
02 Jun 2023
Diable: Efficient Dialogue State Tracking as Operations on Tables
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Pietro Lesci
Yoshinari Fujinuma
Momchil Hardalov
Chao Shang
Yassine Benajiba
Lluís Marquez
LMTD
343
8
0
26 May 2023
DORIC : Domain Robust Fine-Tuning for Open Intent Clustering through Dependency Parsing
Jihyung Lee
Seungyeon Seo
Yunsu Kim
G. G. Lee
191
1
0
17 Mar 2023
Multi-Stage Coarse-to-Fine Contrastive Learning for Conversation Intent Induction
Caiyuan Chu
Ya Li
Yifan Liu
Jia-Chen Gu
Quan Liu
Yongxin Ge
Guoping Hu
286
1
0
09 Mar 2023
Prescriptive Process Monitoring in Intelligent Process Automation with Chatbot Orchestration
Sergey Zeltyn
Segev Shlomov
Avi Yaeli
Alon Oved
185
8
0
13 Dec 2022
"Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking
SIGDIAL Conferences (SIGDIAL), 2022
Léo Jacqmin
L. Rojas-Barahona
Benoit Favre
415
34
0
29 Jul 2022
A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking
Interspeech (Interspeech), 2022
Eleftherios Kapelonis
Efthymios Georgiou
Alexandros Potamianos
252
8
0
02 Jul 2022
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Prakhar Gupta
Cathy Jiao
Yi-Ting Yeh
Shikib Mehri
M. Eskénazi
Jeffrey P. Bigham
ALM
403
56
0
25 May 2022
Instilling Type Knowledge in Language Models via Multi-Task QA
Shuyang Li
Mukund Sridhar
Chandan Prakash
Jin Cao
Wael Hamza
Julian McAuley
KELM
238
7
0
28 Apr 2022
UniDU: Towards A Unified Generative Dialogue Understanding Framework
SIGDIAL Conferences (SIGDIAL), 2022
Zhi Chen
Lu Chen
B. Chen
Libo Qin
Yuncong Liu
Su Zhu
Jian-Guang Lou
Kai Yu
262
17
0
10 Apr 2022
Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue
North 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
Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Takyoung Kim
Hoonsang Yoon
Yukyung Lee
Pilsung Kang
Misuk Kim
282
8
0
07 Mar 2022
Robust Dialogue State Tracking with Weak Supervision and Sparse Data
Transactions of the Association for Computational Linguistics (TACL), 2022
Michael Heck
Nurul Lubis
Carel van Niekerk
Shutong Feng
Christian Geishauser
Hsien-Chin Lin
Milica Gavsić
276
19
0
07 Feb 2022
GKS: Graph-based Knowledge Selector for Task-oriented Dialog System
Jen-Chieh Yang
Jia-yan Wu
Su Chang
Ya-Chieh Huang
221
1
0
07 Dec 2021
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems
Harrison Lee
Raghav Gupta
Abhinav Rastogi
Yuan Cao
Bin Zhang
Yonghui Wu
378
39
0
13 Oct 2021
Towards Handling Unconstrained User Preferences in Dialogue
S. Pandey
Svetlana Stoyanchev
R. Doddipatla
140
2
0
17 Sep 2021
Dialogue State Tracking with a Language Model using Schema-Driven Prompting
Chia-Hsuan Lee
Hao Cheng
Mari Ostendorf
228
146
0
15 Sep 2021
A Differentiable Language Model Adversarial Attack on Text Classifiers
IEEE Access (IEEE Access), 2021
I. Fursov
Alexey Zaytsev
Pavel Burnyshev
Ekaterina Dmitrieva
Nikita Klyuchnikov
A. Kravchenko
Ekaterina Artemova
Evgeny Burnaev
SILM
173
23
0
23 Jul 2021
Schema-Guided Paradigm for Zero-Shot Dialog
SIGDIAL Conferences (SIGDIAL), 2021
Shikib Mehri
M. Eskénazi
173
20
0
13 Jun 2021
GenSF: Simultaneous Adaptation of Generative Pre-trained Models and Slot Filling
SIGDIAL Conferences (SIGDIAL), 2021
Shikib Mehri
M. Eskénazi
AI4CE
190
16
0
13 Jun 2021
AUGNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Xinnuo Xu
Guoyin Wang
Young-Bum Kim
Sungjin Lee
188
33
0
10 Jun 2021
Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Derek Chen
Howard Chen
Yi Yang
A. Lin
Zhou Yu
282
83
0
01 Apr 2021
Learning to Select External Knowledge with Multi-Scale Negative Sampling
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2021
H. He
Hua Lu
Siqi Bao
Fan Wang
Hua Wu
Zhengyu Niu
Haifeng Wang
158
33
0
03 Feb 2021
Attention Guided Dialogue State Tracking with Sparse Supervision
Shuailong Liang
Lahari Poddar
Gyuri Szarvas
170
4
0
28 Jan 2021
SLURP: A Spoken Language Understanding Resource Package
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
E. Bastianelli
Andrea Vanzo
P. Swietojanski
Verena Rieser
VLM
447
281
0
26 Nov 2020
Out-of-Task Training for Dialog State Tracking Models
International Conference on Computational Linguistics (COLING), 2020
Michael Heck
Carel van Niekerk
Nurul Lubis
Christian Geishauser
Hsien-Chin Lin
Marco Moresi
Milica Gavsić
224
3
0
18 Nov 2020
Action State Update Approach to Dialogue Management
Svetlana Stoyanchev
Simon Keizer
R. Doddipatla
292
9
0
09 Nov 2020
Intent Detection with WikiHow
Li Zhang
Qing Lyu
Chris Callison-Burch
AAML
VLM
271
32
0
12 Sep 2020
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