5 citations · 13 across the 6 of their papers we have counts for
7 papers
Beyond Triplet: Leveraging the Most Data for Multimodal Machine Translation
Yaoming Zhu, Zewei Sun, Shanbo Cheng +3
Multimodal machine translation (MMT) aims to improve translation quality by incorporating information from other modalities, such as vision. Previous MMT systems mainly focus on be…
PARAGEN : A Parallel Generation Toolkit
Jiangtao Feng, Yi Zhou, Jun Zhang +7
PARAGEN is a PyTorch-based NLP toolkit for further development on parallel generation. PARAGEN provides thirteen types of customizable plugins, helping users to experiment quickly…
Unified Multimodal Punctuation Restoration Framework for Mixed-Modality Corpus
Yaoming Zhu, Liwei Wu, Shanbo Cheng +1
The punctuation restoration task aims to correctly punctuate the output transcriptions of automatic speech recognition systems. Previous punctuation models, either using text only…
Language Tags Matter for Zero-Shot Neural Machine Translation
Liwei Wu, Shanbo Cheng, Mingxuan Wang +1
Multilingual Neural Machine Translation (MNMT) has aroused widespread interest due to its efficiency. An exciting advantage of MNMT models is that they could also translate between…
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation
Xiao Pan, Mingxuan Wang, Liwei Wu +1
Existing multilingual machine translation approaches mainly focus on English-centric directions, while the non-English directions still lag behind. In this work, we aim to build a…
Learning Language Specific Sub-network for Multilingual Machine Translation
Zehui Lin, Liwei Wu, Mingxuan Wang +1
Multilingual neural machine translation aims at learning a single translation model for multiple languages. These jointly trained models often suffer from performance degradation o…
The Volctrans Machine Translation System for WMT20
Liwei Wu, Xiao Pan, Zehui Lin +3
This paper describes our VolcTrans system on WMT20 shared news translation task. We participated in 8 translation directions. Our basic systems are based on Transformer, with sever…