Viewing Knowledge Transfer in Multilingual Machine Translation Through a
Representational Lens

Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational Lens

19 May 2023

Christof Monz

Papers citing "Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational Lens"

9 / 9 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
Languages Transferred Within the Encoder: On Representation Transfer in Zero-Shot Multilingual Translation Zhi Qu Chenchen Ding Taro Watanabe 75 1 0 12 Jun 2024
A Systematic Analysis of Subwords and Cross-Lingual Transfer in Multilingual Translation Francois Meyer Jan Buys 24 1 0 29 Mar 2024
Multilingual k-Nearest-Neighbor Machine Translation David Stap Christof Monz 19 3 0 23 Oct 2023
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 103 91 0 06 Oct 2022
Back-translation for Large-Scale Multilingual Machine Translation Baohao Liao Shahram Khadivi Sanjika Hewavitharana 30 16 0 17 Sep 2021
All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality William Timkey Marten van Schijndel 213 110 0 09 Sep 2021
Improving Multilingual Models with Language-Clustered Vocabularies Hyung Won Chung Dan Garrette Kiat Chuan Tan Jason Riesa VLM 58 65 0 24 Oct 2020
Investigating Multilingual NMT Representations at Scale Sneha Kudugunta Ankur Bapna Isaac Caswell N. Arivazhagan Orhan Firat LRM 136 120 0 05 Sep 2019