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11/21/2022
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation
Practical dialog systems need to deal with various knowledge sources, no...
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09/14/2022
SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation
Recently, pre-training methods have shown remarkable success in task-ori...
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09/14/2022
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding
Pre-training methods with contrastive learning objectives have shown rem...
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11/29/2021
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection
Pre-trained models have proved to be powerful in enhancing task-oriented...
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08/31/2021
Task-Oriented Dialogue System as Natural Language Generation
In this paper, we propose to formulate the task-oriented dialogue system...
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07/25/2021
Transferable Dialogue Systems and User Simulators
One of the difficulties in training dialogue systems is the lack of trai...
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06/01/2021
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking
Existing dialog state tracking (DST) models are trained with dialog data...
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05/05/2020
A Survey on Dialog Management: Recent Advances and Challenges
Dialog management (DM) is a crucial component in a task-oriented dialog ...
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11/04/2018
Elastic CRFs for Open-ontology Slot Filling
Slot filling is a crucial component in task-oriented dialog systems, whi...
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09/03/2018
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy
In recent years, we have seen deep learning and distributed representati...
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11/09/2017
