Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual
Knowledge Alignment, But Only Shallowly

Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly

6 April 2024

Papers citing "Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly"

14 / 14 papers shown

Title
Understanding LLMs' Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From Changjiang Gao Hankun Lin Shujian Huang Xin Huang Xue Han Junlan Feng Chao Deng Jiajun Chen LRM 39 0 0 15 Apr 2025
On the Consistency of Multilingual Context Utilization in Retrieval-Augmented Generation Jirui Qi Raquel Fernández Arianna Bisazza RALM 56 0 0 01 Apr 2025
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 45 0 0 27 Jan 2025
PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment Jiahuan Li Shujian Huang Xinyu Dai Jiajun Chen LLMSV 30 0 0 23 Jul 2024
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners Peng Hu Sizhe Liu Changjiang Gao Xin Huang Xue Han Junlan Feng Chao Deng Shujian Huang LRM 18 1 0 24 Jun 2024
Teaching LLMs to Abstain across Languages via Multilingual Feedback Shangbin Feng Weijia Shi Yike Wang Wenxuan Ding Orevaoghene Ahia Shuyue Stella Li Vidhisha Balachandran Sunayana Sitaram Yulia Tsvetkov 46 4 0 22 Jun 2024
Limited Out-of-Context Knowledge Reasoning in Large Language Models Peng Hu Changjiang Gao Ruiqi Gao Jiajun Chen Shujian Huang LRM 14 1 0 11 Jun 2024
Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners Shimao Zhang Changjiang Gao Wenhao Zhu Jiajun Chen Xin Huang Xue Han Junlan Feng Chao Deng Shujian Huang 19 0 0 22 May 2024
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment Geyu Lin Bin Wang Zhengyuan Liu Nancy F. Chen 19 7 0 18 Apr 2024
Retrieve Only When It Needs: Adaptive Retrieval Augmentation for Hallucination Mitigation in Large Language Models Hanxing Ding Liang Pang Zihao Wei Huawei Shen Xueqi Cheng HILM RALM 67 15 0 16 Feb 2024
InstructAlign: High-and-Low Resource Language Alignment via Continual Crosslingual Instruction Tuning Samuel Cahyawijaya Holy Lovenia Tiezheng Yu Willy Chung Pascale Fung ALM 33 6 0 23 May 2023
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 103 91 0 06 Oct 2022
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 237 840 0 05 Oct 2022