multilingual-nmt 开源项目推荐（12 个）

bytedance /lightseq

LightSeq：用于序列处理与生成的高性能库

hfxunlp /transformer

Neutron: A pytorch based implementation of Transformer and its variants.

ghchen18 /acl22-sixtp

Code for ACL 2022 paper 'Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation'

shashanksiripragada /pib-crawl

Code to extract multilingual parallel corpus from Press Information Bureau (PIB) website.

surafelml /improving-zeroshot-nmt

Improving Zero-shot Translation of Low-resource Languages [IWSLT 2017]

YuweiYin /HLT-MT

[IJCAI-ECAI 2022] HLT-MT: High-resource Language-specific Training for Multilingual Neural Machine Translation

YuweiYin /GTrans

[IEEE TASLP] GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation

e-hossam96 /CMU-CS11-737

Solutions of the CMU Multilingual Natural Language Processing Course

kieudiempham /multinmt

Training, evaluation, and deployment of multilingual Transformer-based NMT models for English, Vietnamese, and Japanese.

YuweiYin /UM4

[IJCAI-ECAI 2022] UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation

YuweiYin /MNMT_Aux_Src_Lang

[EMNLP 2021] Improving Multilingual Neural Machine Translation with Auxiliary Source Languages

snjev310 /SrcMix

Repository for the EACL 2026 paper "SrcMix: Mixing of Related Source Languages Benefits Extremely Low-resource Machine Translation". Contains the dataset and code for SrcMix, a controlled source-language mixing approach for extremely low-resource machine translation.