Contrastive Learning for Many-to-many Multilingual Neural Machine Translation

20 May 2021

Lei Li

Papers citing "Contrastive Learning for Many-to-many Multilingual Neural Machine Translation"

31 / 31 papers shown

Title
Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation Zhi Qu Yiran Wang Jiannan Mao Chenchen Ding Hideki Tanaka Masao Utiyama Taro Watanabe LRM 40 0 0 06 Jan 2025
Constrained Multi-Layer Contrastive Learning for Implicit Discourse Relationship Recognition Yiheng Wu Junhui Li Muhua Zhu 19 0 0 07 Sep 2024
Languages Transferred Within the Encoder: On Representation Transfer in Zero-Shot Multilingual Translation Zhi Qu Chenchen Ding Taro Watanabe 85 1 0 12 Jun 2024
Heterogeneous Contrastive Learning for Foundation Models and Beyond Lecheng Zheng Baoyu Jing Zihao Li Hanghang Tong Jingrui He VLM 38 19 0 30 Mar 2024
Enhancing Context Through Contrast Kshitij Ambilduke Aneesh Shetye Diksha Bagade Rishika Bhagwatkar Khurshed Fitter P. Vagdargi Shital S. Chiddarwar 26 0 0 06 Jan 2024
Extrapolating Large Language Models to Non-English by Aligning Languages Wenhao Zhu Yunzhe Lv Qingxiu Dong Fei Yuan Jingjing Xu Shujian Huang Lingpeng Kong Jiajun Chen Lei Li 45 65 0 09 Aug 2023
When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale Christos Baziotis Biao Zhang Alexandra Birch Barry Haddow 30 2 0 23 May 2023
Mitigating Data Imbalance and Representation Degeneration in Multilingual Machine Translation Wen Lai Alexandra Chronopoulou Alexander Fraser 34 4 0 22 May 2023
Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine Translation Alex Jones Isaac Caswell Ishan Saxena Orhan Firat 23 8 0 27 Mar 2023
SimCon Loss with Multiple Views for Text Supervised Semantic Segmentation Yash J. Patel Yusheng Xie Yi Zhu Srikar Appalaraju R. Manmatha 35 4 0 07 Feb 2023
Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation Fei Yuan Yinquan Lu Wenhao Zhu Lingpeng Kong Lei Li Yu Qiao Jingjing Xu MoE 38 22 0 20 Dec 2022
Manifestations of Xenophobia in AI Systems Nenad Tomašev J. L. Maynard Iason Gabriel 24 9 0 15 Dec 2022
Neural Machine Translation with Contrastive Translation Memories Xin Cheng Shen Gao Lemao Liu Dongyan Zhao Rui Yan 27 15 0 06 Dec 2022
Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mappings Shuhao Gu Yang Feng 27 11 0 28 Oct 2022
The VolcTrans System for WMT22 Multilingual Machine Translation Task Xian Qian Kai Hu Jiaqiang Wang Yifeng Liu Xingyuan Pan Jun Cao Mingxuan Wang 24 1 0 20 Oct 2022
The University of Edinburgh's Submission to the WMT22 Code-Mixing Shared Task (MixMT) Faheem Kirefu Vivek Iyer Pinzhen Chen Laurie Burchell MoE 26 1 0 20 Oct 2022
Closed-book Question Generation via Contrastive Learning Xiangjue Dong Jiaying Lu Jianling Wang James Caverlee 37 8 0 13 Oct 2022
Low-resource Neural Machine Translation with Cross-modal Alignment Zhe Yang Qingkai Fang Yang Feng VLM 37 9 0 13 Oct 2022
Learning Decoupled Retrieval Representation for Nearest Neighbour Neural Machine Translation Qiang Wang Rongxiang Weng Ming-Tso Chen RALM 27 4 0 19 Sep 2022
Rethinking Round-Trip Translation for Machine Translation Evaluation Terry Yue Zhuo Qiongkai Xu Xuanli He Trevor Cohn LRM 22 2 0 15 Sep 2022
UBARv2: Towards Mitigating Exposure Bias in Task-Oriented Dialogs Yunyi Yang Hong Ding Qing Liu Xiaojun Quan 42 1 0 15 Sep 2022
Adapting to Non-Centered Languages for Zero-shot Multilingual Translation Zhi Qu Taro Watanabe 44 7 0 09 Sep 2022
HLT-MT: High-resource Language-specific Training for Multilingual Neural Machine Translation Jian Yang Yuwei Yin Shuming Ma Dongdong Zhang Zhoujun Li Furu Wei 37 8 0 11 Jul 2022
Understanding and Mitigating the Uncertainty in Zero-Shot Translation Wenxuan Wang Wenxiang Jiao Shuo Wang Zhaopeng Tu Michael R. Lyu UQLM 35 9 0 20 May 2022
When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation? Zhuoyuan Mao Chenhui Chu Raj Dabre Haiyue Song Zhen Wan Sadao Kurohashi 27 3 0 26 Apr 2022
Towards Better Chinese-centric Neural Machine Translation for Low-resource Languages Bin Li Yixuan Weng Fei Xia Hanjun Deng 24 14 0 09 Apr 2022
Auto-MLM: Improved Contrastive Learning for Self-supervised Multi-lingual Knowledge Retrieval Wenshen Xu M. Maimaiti Yuanhang Zheng Xin Tang Ji Zhang RALM SSL 16 2 0 30 Mar 2022
Contrastive Learning for Context-aware Neural Machine TranslationUsing Coreference Information Yong-keun Hwang Hyungu Yun Kyomin Jung 33 11 0 13 Sep 2021
Multilingual Translation via Grafting Pre-trained Language Models Zewei Sun Mingxuan Wang Lei Li AI4CE 191 22 0 11 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 31 148 0 01 Sep 2021
MTG: A Benchmark Suite for Multilingual Text Generation Yiran Chen Zhenqiao Song Xianze Wu Danqing Wang Jingjing Xu Jiaze Chen Hao Zhou Lei Li LRM VLM 32 22 0 13 Aug 2021