Multilingual Translation with Extensible Multilingual Pretraining and Finetuning

2 August 2020

Xian Li

Angela Fan

Papers citing "Multilingual Translation with Extensible Multilingual Pretraining and Finetuning"

50 / 236 papers shown

Title
Code-Switched Text Synthesis in Unseen Language Pairs I-Hung Hsu Avik Ray Shubham Garg Nanyun Peng Jing Huang 82 4 0 26 May 2023
Bactrian-X: Multilingual Replicable Instruction-Following Models with Low-Rank Adaptation Haonan Li Fajri Koto Minghao Wu Alham Fikri Aji Timothy Baldwin ALM 72 76 0 24 May 2023
ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation Chenyang Le Yao Qian Long Zhou Shujie Liu Yanmin Qian Michael Zeng Xuedong Huang 72 13 0 24 May 2023
Multilingual Large Language Models Are Not (Yet) Code-Switchers Ruochen Zhang Samuel Cahyawijaya Jan Christian Blaise Cruz Genta Indra Winata Alham Fikri Aji LRM 90 60 0 23 May 2023
$μ$ PLAN: Summarizing using a Content Plan as Cross-Lingual Bridge Fantine Huot Joshua Maynez Chris Alberti Reinald Kim Amplayo Priyanka Agrawal Constanza Fierro Shashi Narayan Mirella Lapata 105 7 0 23 May 2023
Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter Yi Liu Xiaohan Bi Lei Li Sishuo Chen Wenkai Yang Xu Sun FedML 76 14 0 21 May 2023
DUB: Discrete Unit Back-translation for Speech Translation Dong Zhang Rong Ye Tom Ko Mingxuan Wang Yaqian Zhou 90 27 0 19 May 2023
Accelerating Transformer Inference for Translation via Parallel Decoding Andrea Santilli Silvio Severino Emilian Postolache Valentino Maiorca Michele Mancusi R. Marin Emanuele Rodolà 130 90 0 17 May 2023
Language Model Tokenizers Introduce Unfairness Between Languages Aleksandar Petrov Emanuele La Malfa Philip Torr Adel Bibi 128 113 0 17 May 2023
RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training Chulun Zhou Yunlong Liang Fandong Meng Jinan Xu Jinsong Su Jie Zhou VLM 66 4 0 13 May 2023
Perturbation-based QE: An Explainable, Unsupervised Word-level Quality Estimation Method for Blackbox Machine Translation Tu Anh Dinh Jan Niehues 61 7 0 12 May 2023
SemEval-2023 Task 2: Fine-grained Multilingual Named Entity Recognition (MultiCoNER 2) B. Fetahu Sudipta Kar Zhiyu Zoey Chen Oleg Rokhlenko S. Malmasi 80 56 0 11 May 2023
Train Global, Tailor Local: Minimalist Multilingual Translation into Endangered Languages Zhong Zhou Jan Niehues Alexander Waibel 77 0 0 05 May 2023
GreekBART: The First Pretrained Greek Sequence-to-Sequence Model Iakovos Evdaimon Hadi Abdine Christos Xypolopoulos Stamatis Outsios Michalis Vazirgiannis Giorgos Stamou VLM 42 7 0 03 Apr 2023
Indian Language Summarization using Pretrained Sequence-to-Sequence Models Ashok Urlana S. Bhatt Nirmal Surange Manish Shrivastava 76 14 0 25 Mar 2023
PR-MCS: Perturbation Robust Metric for MultiLingual Image Captioning Yongil Kim Yerin Hwang Hyeongu Yun Seunghyun Yoon Trung Bui Kyomin Jung 63 6 0 15 Mar 2023
ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation Bang-ju Yang Fenglin Liu Yuexian Zou Xian Wu Yaowei Wang David Clifton 88 9 0 11 Mar 2023
CroCoSum: A Benchmark Dataset for Cross-Lingual Code-Switched Summarization Ruochen Zhang Carsten Eickhoff 117 6 0 07 Mar 2023
Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together! Shiwei Liu Tianlong Chen Zhenyu Zhang Xuxi Chen Tianjin Huang Ajay Jaiswal Zhangyang Wang 87 28 0 03 Mar 2023
A Persian Benchmark for Joint Intent Detection and Slot Filling M. Akbari Amir-Hossein Karimi Tayyebeh Saeedi Zeinab Saeidi Kiana Ghezelbash Fatemeh Shamsezat Mohammad Akbari Ali Mohades 57 5 0 01 Mar 2023
Evaluating and Improving the Coreference Capabilities of Machine Translation Models Asaf Yehudai Arie Cattan Omri Abend Gabriel Stanovsky LRM ELM 66 2 0 16 Feb 2023
READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises Chenglei Si Zhengyan Zhang Yingfa Chen Xiaozhi Wang Zhiyuan Liu Maosong Sun AAML 84 1 0 14 Feb 2023
Training-free Lexical Backdoor Attacks on Language Models Yujin Huang Terry Yue Zhuo Xingliang Yuan Han Hu Lizhen Qu Chunyang Chen SILM 97 46 0 08 Feb 2023
TransFool: An Adversarial Attack against Neural Machine Translation Models Sahar Sadrizadeh Ljiljana Dolamic P. Frossard SILM AAML 99 12 0 02 Feb 2023
LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization Laura Nguyen Thomas Scialom Benjamin Piwowarski Jacopo Staiano 67 10 0 26 Jan 2023
Cross-lingual Argument Mining in the Medical Domain Anar Yeginbergenova Rodrigo Agerri 94 7 0 25 Jan 2023
SWING: Balancing Coverage and Faithfulness for Dialogue Summarization Kung-Hsiang Huang Siffi Singh Xiaofei Ma Wei Xiao Wei Xiao Nicholas Dingwall William Yang Wang Kathleen McKeown HILM 64 13 0 25 Jan 2023
Adapting Multilingual Speech Representation Model for a New, Underresourced Language through Multilingual Fine-tuning and Continued Pretraining Karol Nowakowski M. Ptaszynski Kyoko Murasaki Jagna Nieuwazny 49 27 0 18 Jan 2023
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records Gyubok Lee Hyeonji Hwang Seongsu Bae Yeonsu Kwon W. Shin Seongjun Yang Minjoon Seo Jong-Yeup Kim Edward Choi 98 24 0 16 Jan 2023
Extrinsic Evaluation of Machine Translation Metrics Nikita Moghe Tom Sherborne Mark Steedman Alexandra Birch ELM 99 20 0 20 Dec 2022
Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model Yeskendir Koishekenov Alexandre Berard Vassilina Nikoulina MoE 84 31 0 19 Dec 2022
SegAugment: Maximizing the Utility of Speech Translation Data with Segmentation-based Augmentations Ioannis Tsiamas José A. R. Fonollosa Marta R. Costa-jussá 90 6 0 19 Dec 2022
UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units Hirofumi Inaguma Sravya Popuri Ilia Kulikov Peng-Jen Chen Changhan Wang Yu-An Chung Yun Tang Ann Lee Shinji Watanabe J. Pino 119 61 0 15 Dec 2022
Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation Maha Elbayad Anna Y. Sun Shruti Bhosale MoE 86 10 0 15 Dec 2022
DC-MBR: Distributional Cooling for Minimum Bayesian Risk Decoding Jianhao Yan Jin Xu Fandong Meng Jie Zhou Yue Zhang 111 4 0 08 Dec 2022
Findings of the WMT 2022 Shared Task on Translation Suggestion Zhen Yang Fandong Meng Yingxue Zhang Ernan Li Jie Zhou LRM 72 2 0 30 Nov 2022
Extending the Subwording Model of Multilingual Pretrained Models for New Languages K. Imamura Eiichiro Sumita VLM 87 3 0 29 Nov 2022
TSMind: Alibaba and Soochow University's Submission to the WMT22 Translation Suggestion Task Xin Ge Ke Min Wang Jiayi Wang Nini Xiao Xiangyu Duan Yu Zhao Yuqi Zhang 41 2 0 16 Nov 2022
A Benchmark and Dataset for Post-OCR text correction in Sanskrit Ayush Maheshwari Nikhil Singh Amrith Krishna Ganesh Ramakrishnan 78 13 0 15 Nov 2022
Hierarchical Phrase-based Sequence-to-Sequence Learning Bailin Wang Ivan Titov Jacob Andreas Yoon Kim 68 7 0 15 Nov 2022
Efficient Speech Translation with Pre-trained Models Zhaolin Li Jan Niehues 54 2 0 09 Nov 2022
Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions Shuhao Gu Bojie Hu Yang Feng CLL 92 15 0 03 Nov 2022
Robust Domain Adaptation for Pre-trained Multilingual Neural Machine Translation Models Mathieu Grosso Pirashanth Ratnamogan Alexis Mathey William Vanhuffel Michael Fotso Fotso 54 3 0 26 Oct 2022
LANS: Large-scale Arabic News Summarization Corpus Abdulaziz Alhamadani Xuchao Zhang Jianfeng He Chang-Tien Lu 49 2 0 24 Oct 2022
RuCoLA: Russian Corpus of Linguistic Acceptability Vladislav Mikhailov T. Shamardina Max Ryabinin A. Pestova I. Smurov Ekaterina Artemova 90 29 0 23 Oct 2022
Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings Iker García-Ferrero Rodrigo Agerri German Rigau 104 23 0 23 Oct 2022
SIT at MixMT 2022: Fluent Translation Built on Giant Pre-trained Models A. Khan Hrishikesh Kanade G. Budhrani Preet Jhanglani Jia Xu 142 2 0 21 Oct 2022
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation Deng Cai Xin Li Jackie Chun-Sing Ho Lidong Bing W. Lam 65 6 0 18 Oct 2022
$RedApt: An Adaptor for wav2vec 2 Encoding \\ Faster and Smaller Speech Translation without Quality Compromise$ RedApt: An Adaptor for wav2vec 2 Encoding \\ Faster and Smaller Speech Translation without Quality Compromise Jinming Zhao Haomiao Yang Gholamreza Haffari Ehsan Shareghi VLM 60 2 0 16 Oct 2022
COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation Nan Wang Qifan Wang Yi-Chia Wang Maziar Sanjabi Jingzhou Liu Hamed Firooz Hongning Wang Shaoliang Nie 107 6 0 14 Oct 2022