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06/11/2023
QUERT: Continual Pre-training of Language Model for Query Understanding in Travel Domain Search
In light of the success of the pre-trained language models (PLMs), conti...
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05/22/2023
Adaptive Chameleon or Stubborn Sloth: Unraveling the Behavior of Large Language Models in Knowledge Clashes
By providing external information to large language models (LLMs), tool ...
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02/16/2023
Dialogue State Distillation Network with Inter-Slot Contrastive Learning for Dialogue State Tracking
In task-oriented dialogue systems, Dialogue State Tracking (DST) aims to...
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12/05/2022
A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOS
Recently, spoken dialogue systems have been widely deployed in a variety...
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12/23/2021
TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations
Task-oriented dialogue systems have been plagued by the difficulties of ...
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10/06/2020
SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling
Slot filling and intent detection are two main tasks in spoken language ...
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11/20/2019