Search Results for author: Shuyan Dong

Found 6 papers, 3 papers with code

Meta-learning for downstream aware and agnostic pretraining

no code implementations6 Jun 2021 Hongyin Luo, Shuyan Dong, Yung-Sung Chuang, Shang-Wen Li

Neural network pretraining is gaining attention due to its outstanding performance in natural language processing applications.


Optimizing NLU Reranking Using Entity Resolution Signals in Multi-domain Dialog Systems

no code implementations NAACL 2021 Tong Wang, Jiangning Chen, Mohsen Malmir, Shuyan Dong, Xin He, Han Wang, Chengwei Su, Yue Liu, Yang Liu

In dialog systems, the Natural Language Understanding (NLU) component typically makes the interpretation decision (including domain, intent and slots) for an utterance before the mentioned entities are resolved.

Entity Resolution Intent Classification +1

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