Multilingual Pixel Representations for Translation and Effective Cross-lingual Transfer

23 May 2023

Elizabeth Salesky

Papers citing "Multilingual Pixel Representations for Translation and Effective Cross-lingual Transfer"

20 / 20 papers shown

Title
How do Multimodal Foundation Models Encode Text and Speech? An Analysis of Cross-Lingual and Cross-Modal Representations Hyunji Lee Danni Liu Supriti Sinhamahapatra Jan Niehues 161 2 0 21 Feb 2025
MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine Translation Langlin Huang Mengyu Bu Yang Feng 73 0 0 03 Nov 2024
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts Guorui Zheng Xidong Wang Juhao Liang Nuo Chen Yuping Zheng Benyou Wang MoE 104 5 0 14 Oct 2024
Causes and Cures for Interference in Multilingual Translation Uri Shaham Maha Elbayad Vedanuj Goswami Omer Levy Shruti Bhosale 51 26 0 14 Dec 2022
No Language Left Behind: Scaling Human-Centered Machine Translation Nllb team Marta R. Costa-jussá James Cross Onur cCelebi Maha Elbayad ... Alexandre Mourachko C. Ropers Safiyyah Saleem Holger Schwenk Jeff Wang MoE 193 1,251 0 11 Jul 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 427 7,705 0 11 Nov 2021
Efficient Inference for Multilingual Neural Machine Translation Alexandre Berard Dain Lee Stéphane Clinchant K. Jung Vassilina Nikoulina 86 12 0 14 Sep 2021
ByT5: Towards a token-free future with pre-trained byte-to-byte models Linting Xue Aditya Barua Noah Constant Rami Al-Rfou Sharan Narang Mihir Kale Adam Roberts Colin Raffel 83 501 0 28 May 2021
Robust Open-Vocabulary Translation from Visual Text Representations Elizabeth Salesky David Etter Matt Post VLM 36 42 0 16 Apr 2021
CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation J. Clark Dan Garrette Iulia Turc John Wieting 85 218 0 11 Mar 2021
Improving Multilingual Models with Language-Clustered Vocabularies Hyung Won Chung Dan Garrette Kiat Chuan Tan Jason Riesa VLM 100 65 0 24 Oct 2020
Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine Translation Jungo Kasai Nikolaos Pappas Hao Peng James Cross Noah A. Smith 60 137 0 18 Jun 2020
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer Jonas Pfeiffer Ivan Vulić Iryna Gurevych Sebastian Ruder 96 625 0 30 Apr 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 193 6,522 0 05 Nov 2019
Neural Machine Translation with Byte-Level Subwords Changhan Wang Kyunghyun Cho Jiatao Gu 77 178 0 07 Sep 2019
Massively Multilingual Neural Machine Translation Roee Aharoni Melvin Johnson Orhan Firat LRM AI4CE 63 488 0 28 Feb 2019
Revisiting Character-Based Neural Machine Translation with Capacity and Compression Colin Cherry George F. Foster Ankur Bapna Orhan Firat Wolfgang Macherey 51 96 0 29 Aug 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 175 3,514 0 19 Aug 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates Taku Kudo 188 1,165 0 29 Apr 2018
When and Why are Pre-trained Word Embeddings Useful for Neural Machine Translation? Ye Qi Devendra Singh Sachan Matthieu Felix Sarguna Padmanabhan Graham Neubig 90 343 0 17 Apr 2018