mlsanityData to 14 Oct 2026

VBD-MT Chinese-Vietnamese Translation Systems for VLSP 2022

arXiv 2308.07601 ↗First posted 15 Aug 2023cs.CLcited by 1

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Abstract (arXiv)

We present our systems participated in the VLSP 2022 machine translation shared task. In the shared task this year, we participated in both translation tasks, i.e., Chinese-Vietnamese and Vietnamese-Chinese translations. We build our systems based on the neural-based Transformer model with the powerful multilingual denoising pre-trained model mBART. The systems are enhanced by a sampling method for backtranslation, which leverage large scale available monolingual data. Additionally, several other methods are applied to improve the translation quality including ensembling and postprocessing. We achieve 38.9 BLEU on ChineseVietnamese and 38.0 BLEU on VietnameseChinese on the public test sets, which outperform several strong baselines.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 14 of its 23 references that are in the map. First posted on arXiv 15 Aug 2023.

Builds on

14 of 23 references.

References · 14

  1. 2017Attention Is All You Needcited by 60,361
  2. 2014Adam: A Method for Stochastic Optimizationcited by 37,240
  3. 2015Neural Machine Translation of Rare Words with Subword Unitscited by 2,918
  4. 2018A Call for Clarity in Reporting BLEU Scorescited by 1,799
  5. 2019fairseq: A Fast, Extensible Toolkit for Sequence Modelingcited by 1,488
  6. 2020Multilingual Denoising Pre-training for Neural Machine Translationcited by 1,035
  7. 2015Improving Neural Machine Translation Models with Monolingual Datacited by 788
  8. 2020Multilingual Translation with Extensible Multilingual Pretraining and Finetuningcited by 287
  9. 2016Reward Augmented Maximum Likelihood for Neural Structured Predictioncited by 81
  10. 2021Facebook AI WMT21 News Translation Task Submissioncited by 57
  11. 2021MSP: Multi-Stage Prompting for Making Pre-trained Language Models Better Translatorscited by 35
  12. 2019Optimizing Ensemble Weights and Hyperparameters of Machine Learning Models for Regression Problemscited by 15
2 more
  1. 2021As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translationcited by 8
  2. 2022Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translationcited by 8

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2026: 1.

1 paper.

  1. 2026Direct Image-to-Modern Vietnamese Translation of Han-Nom Manuscripts via Multimodal RLHF Preference Alignmentcited by 0