Conversation State Tracking

Conversation State Tracking is a computational framework within conversational interfaces that maintains and updates the evolving context of a dialogue by identifying and representing the user’s intentions and information needs at each turn.

Publications

2.3K

Citations

198

Authors

Institutions

Publications per year

2017–2026

Variants

Dialogue State Tracking

Parents

Conversational Interfaces

Publications

The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems

Ryan Lowe, Nissan Pow, Iulian Vlad Serban et al. · 2015 · 232 citations · Full text

Computing, Computer Science, Computational Linguistics +13

TripPy: A Triple Copy Strategy for Value Independent Neural Dialog State Tracking

Michael Heck, Carel van Niekerk, Nurul Lubis et al. · 2020 · 189 citations · Full text

Computing, Computer Science, Linguistics +12

Dialog State Tracking: A Neural Reading Comprehension Approach

Shuyang Gao, Abhishek Sethi, Sanchit Agarwal et al. · 2019 · 165 citations · Full text

Computing, Computer Science, Computational Linguistics +16

CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases

Yu Tao, Rui Zhang, Heyang Er et al. · 2019 · 146 citations · Full text

Computing, Computer Science, Information Systems +17

MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems

Zhaojiang Lin, Andrea Madotto, Genta Indra Winata et al. · 2020 · 138 citations · Full text

Computing, Computer Science, Artificial Intelligence +14

1–5 of 52

Authors

198

DH
Dilek Hakkani‐Tür
Microsoft (United States), United States
5 publications · 338 citations
5
h-index
SA
Sanchit Agarwal
The Ohio State University, United States
4 publications · 321 citations
4
h-index
CX
Caiming Xiong
Salesforce (United States), United States
4 publications · 242 citations
4
h-index
SG
Shuyang Gao
University of Southern California, United States
4 publications · 321 citations
4
h-index
AS
Abhishek Sethi
University of Illinois Chicago, United States
4 publications · 321 citations
4
h-index

1–5 of 198

Institutions

1–8 of 56

Venues

arXiv (Cornell University)
Repository · 12 publications · 437 citations
12
h-index
Computer Speech & Language
1 publications · 13 citations
1
h-index
IEEE Journal of Selected Topics in Signal Processing
1 publications · 25 citations
1
h-index
Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 1 publications · 34 citations
1
h-index
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Conference · 1 publications · 25 citations
1
h-index

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