CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment

CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment

18 April 2024

Geyu Lin

Bin Wang

Nancy F. Chen

Papers citing "CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment"

10 / 10 papers shown

Title
CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering Yumeng Wang Zhiyuan Fan Q. Wang May Fung Heng Ji 72 1 0 30 Jan 2025
AdaCoT: Rethinking Cross-Lingual Factual Reasoning through Adaptive Chain-of-Thought Xin Huang Tarun K. Vangani Zhengyuan Liu Bowei Zou A. Aw LRM AI4CE 53 2 0 27 Jan 2025
Towards Democratizing Multilingual Large Language Models For Medicine Through A Two-Stage Instruction Fine-tuning Approach Meng Zhou Surajsinh Parmar Anubhav Bhatti LM&MA 25 0 0 09 Sep 2024
Selected Languages are All You Need for Cross-lingual Truthfulness Transfer Weihao Liu Ning Wu Wenbiao Ding Shining Liang Ming Gong Dongmei Zhang HILM 21 0 0 20 Jun 2024
CRAFT: Extracting and Tuning Cultural Instructions from the Wild Bin Wang Geyu Lin Zhengyuan Liu Chengwei Wei Nancy F. Chen 24 3 0 06 May 2024
Resilience of Large Language Models for Noisy Instructions Bin Wang Chengwei Wei Zhengyuan Liu Geyu Lin Nancy F. Chen 34 10 0 15 Apr 2024
Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly Changjiang Gao Hongda Hu Peng Hu Jiajun Chen Jixing Li Shujian Huang 31 17 0 06 Apr 2024
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
MLQA: Evaluating Cross-lingual Extractive Question Answering Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk ELM 239 489 0 16 Oct 2019
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 286 4,143 0 23 Aug 2019