How do Large Language Models Handle Multilingualism?

How do Large Language Models Handle Multilingualism?

29 February 2024

Kenji Kawaguchi

Papers citing "How do Large Language Models Handle Multilingualism?"

12 / 12 papers shown

Title
Trillion 7B Technical Report Sungjun Han Juyoung Suk Suyeong An Hyungguk Kim Kyuseok Kim Wonsuk Yang Seungtaek Choi Jamin Shin 36 0 0 21 Apr 2025
Revisiting LLM Evaluation through Mechanism Interpretability: a New Metric and Model Utility Law Yixin Cao Jiahao Ying Y. Wang Xipeng Qiu Xuanjing Huang Yugang Jiang ELM 30 2 0 10 Apr 2025
High-Dimensional Interlingual Representations of Large Language Models Bryan Wilie Samuel Cahyawijaya Junxian He Pascale Fung 50 0 0 14 Mar 2025
Exploring Translation Mechanism of Large Language Models Hongbin Zhang Kehai Chen Xuefeng Bai Xiucheng Li Yang Xiang Min Zhang 57 1 0 17 Feb 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
Understand, Solve and Translate: Bridging the Multilingual Mathematical Reasoning Gap Hyunwoo Ko Guijin Son Dasol Choi RALM LRM 75 7 0 05 Jan 2025
The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and Modalities Zhaofeng Wu Xinyan Velocity Yu Dani Yogatama Jiasen Lu Yoon Kim AIFin 43 10 0 07 Nov 2024
Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors Weixuan Wang J. Yang Wei Peng LLMSV 13 2 0 16 Oct 2024
Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific Neurons Yongqi Leng Deyi Xiong 30 5 0 09 Jul 2024
Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models Chaoqun Liu Wenxuan Zhang Yiran Zhao A. Luu Lidong Bing LRM 32 9 0 15 Mar 2024
Language Models are Multilingual Chain-of-Thought Reasoners Freda Shi Mirac Suzgun Markus Freitag Xuezhi Wang Suraj Srivats ... Yi Tay Sebastian Ruder Denny Zhou Dipanjan Das Jason W. Wei ReLM LRM 165 320 0 06 Oct 2022
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 235 1,444 0 18 Mar 2020