A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping
the Linguistic Blood Bank

A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank

9 May 2022

Tomasz Limisiewicz

Gabriel Stanovsky

Papers citing "A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank"

18 / 18 papers shown

Title
ECLeKTic: a Novel Challenge Set for Evaluation of Cross-Lingual Knowledge Transfer Omer Goldman Uri Shaham Dan Malkin Sivan Eiger Avinatan Hassidim ... Shruti Rijhwani Laura Rimell Idan Szpektor Reut Tsarfaty Matan Eyal 42 3 0 28 Feb 2025
The Same But Different: Structural Similarities and Differences in Multilingual Language Modeling Ruochen Zhang Qinan Yu Matianyu Zang Carsten Eickhoff Ellie Pavlick 45 1 0 11 Oct 2024
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers Libo Qin Qiguang Chen Yuhang Zhou Zhi Chen Yinghui Li Lizi Liao Min Li Wanxiang Che Philip S. Yu LRM 52 36 0 07 Apr 2024
MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness Shijia Zhou Huangyan Shan Barbara Plank Robert Litschko 40 2 0 03 Apr 2024
An Efficient Approach for Studying Cross-Lingual Transfer in Multilingual Language Models Fahim Faisal Antonios Anastasopoulos 27 0 0 29 Mar 2024
MYTE: Morphology-Driven Byte Encoding for Better and Fairer Multilingual Language Modeling Tomasz Limisiewicz Terra Blevins Hila Gonen Orevaoghene Ahia Luke Zettlemoyer 30 12 0 15 Mar 2024
Multilingual Instruction Tuning With Just a Pinch of Multilinguality Uri Shaham Jonathan Herzig Roee Aharoni Idan Szpektor Reut Tsarfaty Matan Eyal LRM 37 41 0 03 Jan 2024
Empowering Multi-step Reasoning across Languages via Tree-of-Thoughts Leonardo Ranaldi Giulia Pucci Federico Ranaldi Elena Sofia Ruzzetti Fabio Massimo Zanzotto LRM 21 12 0 14 Nov 2023
GradSim: Gradient-Based Language Grouping for Effective Multilingual Training Mingyang Wang Heike Adel Lukas Lange Jannik Strötgen Hinrich Schütze 20 3 0 23 Oct 2023
Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages Libo Qin Qiguang Chen Fuxuan Wei Shijue Huang Wanxiang Che LRM 22 71 0 23 Oct 2023
Analysing Cross-Lingual Transfer in Low-Resourced African Named Entity Recognition Michael Beukman Manuel A. Fokam 19 2 0 11 Sep 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
UniMax: Fairer and more Effective Language Sampling for Large-Scale Multilingual Pretraining Hyung Won Chung Noah Constant Xavier Garcia Adam Roberts Yi Tay Sharan Narang Orhan Firat 21 49 0 18 Apr 2023
You Can Have Your Data and Balance It Too: Towards Balanced and Efficient Multilingual Models Tomasz Limisiewicz Daniel Malkin Gabriel Stanovsky 11 4 0 13 Oct 2022
Language Varieties of Italy: Technology Challenges and Opportunities Alan Ramponi 19 7 0 20 Sep 2022
Examining Cross-lingual Contextual Embeddings with Orthogonal Structural Probes Tomasz Limisiewicz David Marevcek 11 3 0 10 Sep 2021
Filling the Gaps in Ancient Akkadian Texts: A Masked Language Modelling Approach Koren Lazar Benny Saret Asaf Yehudai W. Horowitz N. Wasserman Gabriel Stanovsky 25 23 0 09 Sep 2021
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,743 0 26 Sep 2016