Nini Xiao — accepted AI-conference papers

2023

Disambiguated Lexically Constrained Neural Machine Translation

Jinpeng Zhang, Nini Xiao, Ke Wang, Chuanqi Dong, Xiangyu Duan, Yuqi Zhang +1

ACL 2023findings

Lexically constrained neural machine translation (LCNMT), which controls the translation generation with pre-specified constraints, is important in many practical applications. Current approaches to LCNMT typically assume that the pre-specified lexicon constraints are contextually appropriate. This…

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2022

AdMix: A Mixed Sample Data Augmentation Method for Neural Machine Translation

Chang Jin, Shigui Qiu, Nini Xiao, Hao Jia

IJCAI 2022poster

In Neural Machine Translation (NMT), data augmentation methods such as back-translation have proven their effectiveness in improving translation performance. In this paper, we propose a novel data augmentation approach for NMT, which is independent of any additional training data. Our approach, AdMi…

Cited by 8 Source ↗PDF ↗Scholar ↗