GradSim: Gradient-Based Language Grouping for Effective Multilingual Training

23 October 2023

Papers citing "GradSim: Gradient-Based Language Grouping for Effective Multilingual Training"

7 / 7 papers shown

Title
Linguistically-Informed Multilingual Instruction Tuning: Is There an Optimal Set of Languages to Tune? Gürkan Soykan Gözde Gül Şahin 23 0 0 10 Oct 2024
Learn it or Leave it: Module Composition and Pruning for Continual Learning Mingyang Wang Heike Adel Lukas Lange Jannik Strötgen Hinrich Schütze CLL KELM 29 1 0 26 Jun 2024
Rehearsal-Free Modular and Compositional Continual Learning for Language Models Mingyang Wang Heike Adel Lukas Lange Jannik Strötgen Hinrich Schütze KELM CLL 19 14 0 31 Mar 2024
NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis Mingyang Wang Heike Adel Lukas Lange Jannik Strötgen Hinrich Schütze 47 15 0 28 Apr 2023
Efficiently Identifying Task Groupings for Multi-Task Learning Christopher Fifty Ehsan Amid Zhe Zhao Tianhe Yu Rohan Anil Chelsea Finn 201 235 1 10 Sep 2021
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 191 283 0 23 Oct 2020
Multilingual Neural Machine Translation with Language Clustering Xu Tan Jiale Chen Di He Yingce Xia Tao Qin Tie-Yan Liu 167 110 0 25 Aug 2019