How to Adapt Your Pretrained Multilingual Model to 1600 Languages

How to Adapt Your Pretrained Multilingual Model to 1600 Languages

3 June 2021

Abteen Ebrahimi

Papers citing "How to Adapt Your Pretrained Multilingual Model to 1600 Languages"

13 / 13 papers shown

Title
Comparing LLM prompting with Cross-lingual transfer performance on Indigenous and Low-resource Brazilian Languages David Ifeoluwa Adelani A. S. Dougruoz André Coneglian Atul Kr. Ojha 26 2 0 28 Apr 2024
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages Ayyoob Imani Peiqin Lin Amir Hossein Kargaran Silvia Severini Masoud Jalili Sabet ... Chunlan Ma Helmut Schmid André F. T. Martins François Yvon Hinrich Schütze ALM LRM 29 95 0 20 May 2023
Learning to Speak from Text: Zero-Shot Multilingual Text-to-Speech with Unsupervised Text Pretraining Takaaki Saeki Soumi Maiti Xinjian Li Shinji Watanabe Shinnosuke Takamichi Hiroshi Saruwatari 32 17 0 30 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 15 23 0 18 Jan 2023
BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting Zheng-Xin Yong Hailey Schoelkopf Niklas Muennighoff Alham Fikri Aji David Ifeoluwa Adelani ... Genta Indra Winata Stella Biderman Edward Raff Dragomir R. Radev Vassilina Nikoulina CLL VLM AI4CE LRM 27 81 0 19 Dec 2022
Extending the Subwording Model of Multilingual Pretrained Models for New Languages K. Imamura Eiichiro Sumita VLM 19 3 0 29 Nov 2022
Language Modelling with Pixels Phillip Rust Jonas F. Lotz Emanuele Bugliarello Elizabeth Salesky Miryam de Lhoneux Desmond Elliott VLM 30 46 0 14 Jul 2022
Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability Yoshinari Fujinuma Jordan L. Boyd-Graber Katharina Kann AAML 49 23 0 21 Mar 2022
Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? E. Lee Sarubi Thillainathan Shravan Nayak Surangika Ranathunga David Ifeoluwa Adelani Ruisi Su Arya D. McCarthy VLM 21 43 0 16 Mar 2022
Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP Sabrina J. Mielke Zaid Alyafeai Elizabeth Salesky Colin Raffel Manan Dey ... Arun Raja Chenglei Si Wilson Y. Lee Benoît Sagot Samson Tan 23 140 0 20 Dec 2021
When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models Benjamin Muller Antonis Anastasopoulos Benoît Sagot Djamé Seddah LRM 124 165 0 24 Oct 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 199 1,653 0 16 Mar 2020
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 167 1,635 0 11 Oct 2017