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03/10/2023
AUTODIAL: Efficient Asynchronous Task-Oriented Dialogue Model
As large dialogue models become commonplace in practice, the problems su...
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12/15/2021
Database Search Results Disambiguation for Task-Oriented Dialog Systems
As task-oriented dialog systems are becoming increasingly popular in our...
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12/15/2021
CheckDST: Measuring Real-World Generalization of Dialogue State Tracking Performance
Recent neural models that extend the pretrain-then-finetune paradigm con...
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11/12/2020
Overview of the Ninth Dialog System Technology Challenge: DSTC9
This paper introduces the Ninth Dialog System Technology Challenge (DSTC...
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09/07/2020
Robust Conversational AI with Grounded Text Generation
This article presents a hybrid approach based on a Grounded Text Generat...
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05/11/2020
SOLOIST: Few-shot Task-Oriented Dialog with A Single Pre-trained Auto-regressive Model
This paper presents a new method SOLOIST, which uses transfer learning t...
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04/09/2020
Conversation Learner – A Machine Teaching Tool for Building Dialog Managers for Task-Oriented Dialog Systems
Traditionally, industry solutions for building a task-oriented dialog sy...
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04/07/2020