Beyond English-Centric LLMs: What Language Do Multilingual Language
Models Think in?

Beyond English-Centric LLMs: What Language Do Multilingual Language Models Think in?

20 August 2024

Chenhui Chu

Sadao Kurohashi

ArXiv (abs)PDF HTML

Papers citing "Beyond English-Centric LLMs: What Language Do Multilingual Language Models Think in?"

18 / 18 papers shown

Title
Cross-lingual Collapse: How Language-Centric Foundation Models Shape Reasoning in Large Language Models Cheonbok Park Jeonghoon Kim J. H. Lee Sanghwan Bae Jaegul Choo Kang Min Yoo LRM 52 0 0 06 Jun 2025
Do LLMs Need to Think in One Language? Correlation between Latent Language and Task Performance Shintaro Ozaki Tatsuya Hiraoka Hiroto Otake Hiroki Ouchi Masaru Isonuma ... Kentaro Inui Taro Watanabe Yusuke Miyao Yohei Oseki Yu Takagi LRM 52 0 0 27 May 2025
Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models Ercong Nie Helmut Schmid Hinrich Schutze 78 0 0 22 May 2025
Language Specific Knowledge: Do Models Know Better in X than in English? Ishika Agarwal Nimet Beyza Bozdag Dilek Hakkani-Tur 81 0 0 21 May 2025
Improving Multilingual Language Models by Aligning Representations through Steering Omar Mahmoud B. L. Semage Thommen George Karimpanal Santu Rana LLMSV 75 0 0 19 May 2025
Unveiling Language-Specific Features in Large Language Models via Sparse Autoencoders Boyi Deng Boyi Deng Yidan Zhang Baosong Yang Fuli Feng 92 1 0 08 May 2025
SEA-LION: Southeast Asian Languages in One Network Raymond Ng Thanh Ngan Nguyen Yuli Huang Ngee Chia Tai Wai Yi Leong ... David Ong Tat-Wee B. Liu William-Chandra Tjhi Min Zhang Leslie Teo 129 14 0 08 Apr 2025
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation Weihao Xuan Rui Yang Heli Qi Qingcheng Zeng Yunze Xiao ... Edison Marrese-Taylor Shijian Lu Yusuke Iwasawa Yutaka Matsuo Irene Li ELM 213 7 0 13 Mar 2025
Analyzing the Safety of Japanese Large Language Models in Stereotype-Triggering Prompts Akito Nakanishi Yukie Sano Geng Liu Francesco Pierri 95 0 0 03 Mar 2025
Do Multilingual LLMs Think In English? Lisa Schut Y. Gal Sebastian Farquhar 86 15 0 24 Feb 2025
AdaCoT: Rethinking Cross-Lingual Factual Reasoning through Adaptive Chain-of-Thought Xin Huang Tarun K. Vangani Zhengyuan Liu Bowei Zou Ai Ti Aw LRM AI4CE 168 2 0 27 Jan 2025
Understand, Solve and Translate: Bridging the Multilingual Mathematical Reasoning Gap Hyunwoo Ko Guijin Son Dasol Choi RALM LRM 147 12 0 05 Jan 2025
LLM-jp: A Cross-organizational Project for the Research and Development of Fully Open Japanese LLMs LLM-jp Akiko Aizawa Eiji Aramaki Bowen Chen Fei Cheng ... Yuya Yamamoto Yusuke Yamauchi Hitomi Yanaka Rio Yokota Koichiro Yoshino 111 17 0 31 Dec 2024
Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language Models Sina Bagheri Nezhad Ameeta Agrawal Rhitabrat Pokharel LRM 111 2 0 17 Dec 2024
MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment Amir Hossein Kargaran Ali Modarressi Nafiseh Nikeghbal Jana Diesner François Yvon Hinrich Schütze ELM 97 7 0 08 Oct 2024
CiMaTe: Citation Count Prediction Effectively Leveraging the Main Text Jun Hirako Ryohei Sasano Koichi Takeda 102 3 0 06 Oct 2024
Linguistic Minimal Pairs Elicit Linguistic Similarity in Large Language Models Xinyu Zhou Delong Chen Samuel Cahyawijaya Xufeng Duan Zhenguang G. Cai 67 1 0 19 Sep 2024
CroissantLLM: A Truly Bilingual French-English Language Model Manuel Faysse Patrick Fernandes Nuno M. Guerreiro António Loison Duarte M. Alves ... François Yvon André F.T. Martins Gautier Viaud C´eline Hudelot Pierre Colombo 159 37 0 01 Feb 2024

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