(1) Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access
(2) Multi-domain Task-oriented Dialog Challenge II
(3) Interactive Evaluation of Dialog
(4) SIMMC: Situated Interactive Multi-Modal Conversational AI.
2020
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2020-Zero-shot Multi-Domain Dialog State Tracking Using Descriptive Rules
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2020-A Fast and Robust BERT-based Dialogue State Tracker for Schema-Guided Dialogue Dataset
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2020-How to Tame Your Data: Data Augmentation for Dialog State Tracking
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2020-TripPy: A Triple Copy Strategy for Value Independent Neural Dialog State Tracking
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2020-MA-DST: Multi-Attention Based Scalable Dialog State Tracking
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2020-A Simple But Effective Bert Model for Dialog State Tracking on Resource-Limited Systems
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2020-Variational Hierarchical Dialog Autoencoder for Dialogue State Tracking Data Augmentation
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2020-Context-Sensitive Generation Network for Handing Unknown Slot Values in Dialogue State Tracking
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2020-Deep Reinforcement Learning for On-line Dialogue State Tracking
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Modeling ASR Ambiguity for Dialogue State Tracking Using Word Confusion Networks
2019
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2019-Dialog state tracking: A neural reading comprehension approach
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2019-Hierarchical Dialog State Tracking with Unknown Slot Values
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2019-Hyst: A hybrid approach for flexible and accurate dialogue state tracking
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2019-Dialog State Tracking for Unseen Values using an Extended Attention Mechanism
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2019-Cascaded deep neural network models for dialog state tracking
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2019-Dialogue state tracking with convolutional semantic taggers
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2019-Efficient dialogue state tracking by selectively overwriting memory
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2019-Scalable and accurate dialogue state tracking via hierarchical sequence generation