Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related Languages

3 March 2022

Papers citing "Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related Languages"

17 / 17 papers shown

Title
Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training Linjuan Wu H. Wei Huan Lin Tianhao Li Baosong Yang Weiming Lu 33 0 0 29 Apr 2025
The Zeno's Paradox of `Low-Resource' Languages H. Nigatu A. Tonja Benjamin Rosman Thamar Solorio Monojit Choudhury 120 5 0 28 Oct 2024
ChatZero:Zero-shot Cross-Lingual Dialogue Generation via Pseudo-Target Language Yongkang Liu Feng Shi Daling Wang Yifei Zhang Hinrich Schütze 15 1 0 16 Aug 2024
Assessing the Role of Lexical Semantics in Cross-lingual Transfer through Controlled Manipulations Roy Ilani Taelin Karidi Omri Abend 19 0 0 14 Aug 2024
MASIVE: Open-Ended Affective State Identification in English and Spanish Nicholas Deas Elsbeth Turcan Iván Pérez Mejía Kathleen McKeown CVBM 22 0 0 16 Jul 2024
A Systematic Analysis of Subwords and Cross-Lingual Transfer in Multilingual Translation Francois Meyer Jan Buys 29 1 0 29 Mar 2024
Cross-Lingual Transfer Robustness to Lower-Resource Languages on Adversarial Datasets Shadi Manafi Nikhil Krishnaswamy AAML 40 0 0 29 Mar 2024
Cultural Compass: Predicting Transfer Learning Success in Offensive Language Detection with Cultural Features Li Zhou Antonia Karamolegkou Wenyu Chen Daniel Hershcovich 43 11 0 10 Oct 2023
Assessing the Importance of Frequency versus Compositionality for Subword-based Tokenization in NMT Benoist Wolleb Romain Silvestri Giorgos Vernikos Ljiljana Dolamic Ljiljana Dolamic Andrei Popescu-Belis 14 4 0 02 Jun 2023
Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review Fred Philippy Siwen Guo Shohreh Haddadan LRM 30 28 0 26 May 2023
Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational Lens David Stap Vlad Niculae Christof Monz 30 10 0 19 May 2023
CharSpan: Utilizing Lexical Similarity to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages Kaushal Kumar Maurya Rahul Kejriwal M. Desarkar Anoop Kunchukuttan 30 1 0 09 May 2023
University of Cape Town's WMT22 System: Multilingual Machine Translation for Southern African Languages Khalid N. Elmadani Francois Meyer Jan Buys 22 1 0 21 Oct 2022
Language Modelling with Pixels Phillip Rust Jonas F. Lotz Emanuele Bugliarello Elizabeth Salesky Miryam de Lhoneux Desmond Elliott VLM 32 46 0 14 Jul 2022
Oolong: Investigating What Makes Transfer Learning Hard with Controlled Studies Zhengxuan Wu Alex Tamkin Isabel Papadimitriou 21 10 0 24 Feb 2022
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models Phillip Rust Jonas Pfeiffer Ivan Vulić Sebastian Ruder Iryna Gurevych 71 235 0 31 Dec 2020
Improving Multilingual Models with Language-Clustered Vocabularies Hyung Won Chung Dan Garrette Kiat Chuan Tan Jason Riesa VLM 66 65 0 24 Oct 2020