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Yueyan Qiu

2 accepted papers

2024

Noise-BERT: A Unified Perturbation-Robust Framework with Noise Alignment Pre-Training for Noisy Slot Filling Task

ICASSP 2024accepted

In a realistic dialogue system, the input information from users is often subject to various types of input perturbations, which affects the slot-filling task. Although rule-based data augmentation methods have achieved satisfactory results, they fail to exhibit the desired generalization when faced…

Cited by 0SourceScholar
2023

Continual Generalized Intent Discovery: Marching Towards Dynamic and Open-world Intent Recognition

EMNLP 2023long findings

In a practical dialogue system, users may input out-of-domain (OOD) queries. The Generalized Intent Discovery (GID) task aims to discover OOD intents from OOD queries and extend them to the in-domain (IND) classifier. However, GID only considers one stage of OOD learning, and needs to utilize the da…

Cited by 0SourcecodeScholar