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Biing Juang

2 accepted papers

2023

Towards Zero-Shot Multilingual Transfer for Code-Switched Responses

ACL 2023long

Recent task-oriented dialog systems have had great success in building English-based personal assistants, but extending these systems to a global audience is challenging due to the need for annotated data in the target language. An alternative approach is to leverage existing data in a high-resource…

Cited by 2SourcePDFScholar
2021

A Label-Aware BERT Attention Network for Zero-Shot Multi-Intent Detection in Spoken Language Understanding

EMNLP 2021main

With the early success of query-answer assistants such as Alexa and Siri, research attempts to expand system capabilities of handling service automation are now abundant. However, preliminary systems have quickly found the inadequacy in relying on simple classification techniques to effectively acco…