Search Results for author: Yitao Duan

Found 3 papers, 1 papers with code

A Hybrid System for NLPTEA-2020 CGED Shared Task

no code implementations AACL (NLP-TEA) 2020 Meiyuan Fang, Kai Fu, JiPing Wang, Yang Liu, Jin Huang, Yitao Duan

As a result, among the six tracks in the shared task, our system performs well in the correction tracks: measured in F1 score, we rank first, with the highest precision, in the TOP3 correction track and third in the TOP1 correction track, also with the highest precision.

Semantically Consistent Data Augmentation for Neural Machine Translation via Conditional Masked Language Model

1 code implementation COLING 2022 Qiao Cheng, Jin Huang, Yitao Duan

In addition, to enhance diversity, we incorporate the idea of soft word substitution for data augmentation which replaces a word with a probabilistic distribution over the vocabulary.

Data Augmentation Language Modelling +2

Breaking the Data Barrier: Towards Robust Speech Translation via Adversarial Stability Training

no code implementations EMNLP (IWSLT) 2019 Qiao Cheng, Meiyuan Fang, Yaqian Han, Jin Huang, Yitao Duan

A standard machine translation system is usually trained on parallel corpus composed of clean text and will perform poorly on text with recognition noise, a gap well known in speech translation community.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +4

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