mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models

4 June 2024

Papers citing "mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models"

17 / 17 papers shown

Title
A Post-trainer's Guide to Multilingual Training Data: Uncovering Cross-lingual Transfer Dynamics Luísa Shimabucoro A. Ustun Marzieh Fadaee Sebastian Ruder 20 0 0 23 Apr 2025
Could Thinking Multilingually Empower LLM Reasoning? Changjiang Gao Xu Huang Wenhao Zhu Shujian Huang Lei Li Fei Yuan LRM 24 0 0 16 Apr 2025
Scaling Test-time Compute for Low-resource Languages: Multilingual Reasoning in LLMs Khanh-Tung Tran Barry O’Sullivan Hoang D. Nguyen LRM 32 0 0 02 Apr 2025
Multidimensional Consistency Improves Reasoning in Language Models Huiyuan Lai Xiao Zhang Malvina Nissim LRM 36 0 0 04 Mar 2025
Towards Better Understanding of Program-of-Thought Reasoning in Cross-Lingual and Multilingual Environments Patomporn Payoungkhamdee Pume Tuchinda Jinheon Baek Samuel Cahyawijaya Can Udomcharoenchaikit Potsawee Manakul Peerat Limkonchotiwat E. Chuangsuwanich Sarana Nutanong LRM 44 0 0 25 Feb 2025
Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning Guijin Son Jiwoo Hong Hyunwoo Ko James Thorne LRM 46 5 0 24 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
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment Yuchun Fan Yongyu Mu Yilin Wang Lei Huang Junhao Ruan B. Li Tong Xiao Shujian Huang Xiaocheng Feng Jingbo Zhu LRM 46 3 0 08 Jan 2025
LinguaLIFT: An Effective Two-stage Instruction Tuning Framework for Low-Resource Language Reasoning Hongbin Zhang K. Chen Xuefeng Bai Yang Xiang Min Zhang 74 0 0 17 Dec 2024
Qwen2.5-32B: Leveraging Self-Consistent Tool-Integrated Reasoning for Bengali Mathematical Olympiad Problem Solving Saad Tahmid Sourav Sarker LRM AIMat 27 0 0 08 Nov 2024
CiMaTe: Citation Count Prediction Effectively Leveraging the Main Text Jun Hirako Ryohei Sasano Koichi Takeda 29 1 0 06 Oct 2024
Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models? Pinzhen Chen Simon Yu Zhicheng Guo Barry Haddow ELM 46 1 0 18 Jun 2024
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes Lokesh Nagalapatti Chun-Liang Li Chih-Kuan Yeh Hootan Nakhost Yasuhisa Fujii Alexander Ratner Ranjay Krishna Chen-Yu Lee Tomas Pfister ALM 201 283 0 03 May 2023
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 152 298 0 03 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 255 273 0 01 Feb 2021