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Metaphorical User Simulators for Evaluating Task-oriented Dialogue Systems.
- Source :
- ACM Transactions on Information Systems; Jan2024, Vol. 42 Issue 1, p1-29, 29p
- Publication Year :
- 2024
-
Abstract
- The article focuses on improving the evaluation of task-oriented dialogue systems (TDSs) through the use of user simulators. Topics include the limitations of current TDS evaluation methods, the challenges of employing user simulators for TDS evaluation, and the proposed solution which involves a metaphorical user simulator (MetaSim) and a tester-based evaluation framework.
Details
- Language :
- English
- ISSN :
- 10468188
- Volume :
- 42
- Issue :
- 1
- Database :
- Complementary Index
- Journal :
- ACM Transactions on Information Systems
- Publication Type :
- Academic Journal
- Accession number :
- 173170333
- Full Text :
- https://doi.org/10.1145/3596510