Neuron Specialization: Leveraging intrinsic task modularity for
multilingual machine translation

Neuron Specialization: Leveraging intrinsic task modularity for multilingual machine translation

17 April 2024

Christof Monz

Papers citing "Neuron Specialization: Leveraging intrinsic task modularity for multilingual machine translation"

15 / 15 papers shown

Title
Beyond Shared Vocabulary: Increasing Representational Word Similarities across Languages for Multilingual Machine Translation Di Wu Christof Monz 69 9 0 23 May 2023
Learning Language-Specific Layers for Multilingual Machine Translation Telmo Pires Robin M. Schmidt Yi-Hsiu Liao Stephan Peitz 73 17 0 04 May 2023
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 266 2,348 0 09 Nov 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 106 1,220 0 11 Jul 2022
Lifting the Curse of Multilinguality by Pre-training Modular Transformers Jonas Pfeiffer Naman Goyal Xi Lin Xian Li James Cross Sebastian Riedel Mikel Artetxe LRM 49 143 0 12 May 2022
Locating and Editing Factual Associations in GPT Kevin Meng David Bau A. Andonian Yonatan Belinkov KELM 143 1,275 0 10 Feb 2022
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation Xiao Pan Mingxuan Wang Liwei Wu Lei Li 49 201 0 20 May 2021
Learning Language Specific Sub-network for Multilingual Machine Translation Zehui Lin Liwei Wu Mingxuan Wang Lei Li 34 81 0 19 May 2021
Transformer Feed-Forward Layers Are Key-Value Memories Mor Geva R. Schuster Jonathan Berant Omer Levy KELM 109 792 0 29 Dec 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 150 6,454 0 05 Nov 2019
Simple, Scalable Adaptation for Neural Machine Translation Ankur Bapna N. Arivazhagan Orhan Firat AI4CE 82 413 0 18 Sep 2019
Investigating Multilingual NMT Representations at Scale Sneha Kudugunta Ankur Bapna Isaac Caswell N. Arivazhagan Orhan Firat LRM 156 124 0 05 Sep 2019
Massively Multilingual Neural Machine Translation Roee Aharoni Melvin Johnson Orhan Firat LRM AI4CE 56 485 0 28 Feb 2019
A Call for Clarity in Reporting BLEU Scores Matt Post 81 2,941 0 23 Apr 2018
The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks Jonathan Frankle Michael Carbin 157 3,433 0 09 Mar 2018