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Controlling Language Confusion in Multilingual LLMs

Controlling Language Confusion in Multilingual LLMs

Nahyun Lee
Yeongseo Woo
Hyunwoo Ko
Guijin Son
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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
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
Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning
Guijin Son
Jiwoo Hong
Hyunwoo Ko
James Thorne
LRM
102
10
0
24 Feb 2025
Code-Switching Curriculum Learning for Multilingual Transfer in LLMs
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
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
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
ORPO: Monolithic Preference Optimization without Reference Model
Jiwoo Hong
Noah Lee
James Thorne
OSLM
83
262
0
12 Mar 2024
Tower: An Open Multilingual Large Language Model for Translation-Related Tasks
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
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
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
RALMELM
64
22
0
06 Sep 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward Model
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
387
3,981
0
29 May 2023
How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection
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
DeLMOELM
109
618
0
18 Jan 2023
Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges
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