Controlling Language Confusion in Multilingual LLMs

Controlling Language Confusion in Multilingual LLMs

25 May 2025

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Papers citing "Controlling Language Confusion in Multilingual LLMs"

12 / 12 papers shown

Title
Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training Zhijun Wang Jiahuan Li Hao Zhou Rongxiang Weng Jiadong Wang Xin Huang Xue Han Junlan Feng Chao Deng Shujian Huang LRM 103 3 0 02 Apr 2025
Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning Guijin Son Jiwoo Hong Hyunwoo Ko James Thorne LRM 100 10 0 24 Feb 2025
Code-Switching Curriculum Learning for Multilingual Transfer in LLMs Haneul Yoo Cheonbok Park Sangdoo Yun Alice Oh Hwaran Lee 66 5 0 04 Nov 2024
Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological Analysis Yiyi Chen Qiongxiu Li Russa Biswas Johannes Bjerva 102 4 0 17 Oct 2024
Understanding and Mitigating Language Confusion in LLMs Kelly Marchisio Wei-Yin Ko Alexandre Berard Théo Dehaze Sebastian Ruder 116 31 0 28 Jun 2024
ORPO: Monolithic Preference Optimization without Reference Model Jiwoo Hong Noah Lee James Thorne OSLM 83 251 0 12 Mar 2024
Tower: An Open Multilingual Large Language Model for Translation-Related Tasks Duarte M. Alves José P. Pombal Nuno M. Guerreiro Pedro H. Martins Joao Alves ... Patrick Fernandes Sweta Agrawal Pierre Colombo José G. C. de Souza André F.T. Martins LRM 107 155 0 27 Feb 2024
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning Bin Wang Zhengyuan Liu Xin Huang Fangkai Jiao Yang Ding Ai Ti Aw Nancy F. Chen LRM 63 70 0 09 Sep 2023
HAE-RAE Bench: Evaluation of Korean Knowledge in Language Models Guijin Son Hanwool Albert Lee Suwan Kim Huiseo Kim Jaecheol Lee Je Won Yeom Jihyu Jung Jung Woo Kim Songseong Kim RALM ELM 64 22 0 06 Sep 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward Model Rafael Rafailov Archit Sharma E. Mitchell Stefano Ermon Christopher D. Manning Chelsea Finn ALM 385 3,981 0 29 May 2023
How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection Biyang Guo Xin Zhang Ziyuan Wang Minqi Jiang Jinran Nie Yuxuan Ding Jianwei Yue Yupeng Wu DeLMO ELM 109 618 0 18 Jan 2023
Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges N. Arivazhagan Ankur Bapna Orhan Firat Dmitry Lepikhin Melvin Johnson ... George F. Foster Colin Cherry Wolfgang Macherey Zhiwen Chen Yonghui Wu 85 428 0 11 Jul 2019