Zero-Shot Cross-Lingual Transfer with Meta Learning

Zero-Shot Cross-Lingual Transfer with Meta Learning

5 March 2020

Farhad Nooralahzadeh

Giannis Bekoulis

Johannes Bjerva

Isabelle Augenstein

Papers citing "Zero-Shot Cross-Lingual Transfer with Meta Learning"

15 / 15 papers shown

Title
Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model Zita Lifelo Huansheng Ning Sahraoui Dhelim AI4MH 38 0 0 13 Apr 2024
LLM-powered Data Augmentation for Enhanced Cross-lingual Performance Chenxi Whitehouse Monojit Choudhury Alham Fikri Aji SyDa LRM 30 68 0 23 May 2023
Model-Agnostic Meta-Learning for Multilingual Hate Speech Detection Rabiul Awal Roy Ka-Wei Lee Eshaan Tanwar Tanmay Garg Tanmoy Chakraborty 13 26 0 04 Mar 2023
Data-Efficient Cross-Lingual Transfer with Language-Specific Subnetworks Rochelle Choenni Dan Garrette Ekaterina Shutova 24 2 0 31 Oct 2022
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU Fenia Christopoulou Gerasimos Lampouras Ignacio Iacobacci 24 3 0 22 Oct 2022
Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection J. Eronen M. Ptaszynski Fumito Masui Masaki Arata Gniewosz Leliwa Michal Wroczynski 14 31 0 02 Jun 2022
Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-Tuning Mozhdeh Gheini Xuezhe Ma Jonathan May 38 5 0 25 May 2022
Sequential Reptile: Inter-Task Gradient Alignment for Multilingual Learning Seanie Lee Haebeom Lee Juho Lee S. Hwang MoMe CLL 38 16 0 06 Oct 2021
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification M Saiful Bari Batool Haider Saab Mansour VLM 11 13 0 06 Sep 2021
EENLP: Cross-lingual Eastern European NLP Index Alexey Tikhonov Alex Malkhasov A. Manoshin George-Andrei Dima Réka Cserháti Md. Sadek Hossain Asif Matt Sárdi 21 2 0 05 Aug 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 209 179 0 18 Apr 2021
Meta-Learning for Effective Multi-task and Multilingual Modelling Ishan Tarunesh Sushil Khyalia Vishwajeet Kumar Ganesh Ramakrishnan P. Jyothi 31 16 0 25 Jan 2021
MLQA: Evaluating Cross-lingual Extractive Question Answering Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk ELM 242 491 0 16 Oct 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,943 0 20 Apr 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,677 0 09 Mar 2017