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"

15 / 15 papers shown

Title
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 Ekapol Chuangsuwanich Sarana Nutanong LRM 70 1 0 25 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 99 2 0 27 Jan 2025
CiMaTe: Citation Count Prediction Effectively Leveraging the Main Text Jun Hirako Ryohei Sasano Koichi Takeda 72 2 0 06 Oct 2024
Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models Jirui Qi Raquel Fernández Arianna Bisazza KELM HILM 89 72 0 16 Oct 2023
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning Xiang Yue Xingwei Qu Ge Zhang Yao Fu Wenhao Huang Huan Sun Yu-Chuan Su Wenhu Chen AIMat LRM 131 399 0 11 Sep 2023
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct Haipeng Luo Qingfeng Sun Can Xu Pu Zhao Jian-Guang Lou ... Xiubo Geng Qingwei Lin Shifeng Chen Yansong Tang Dongmei Zhang LRM OSLM 191 453 0 18 Aug 2023
Teaching Small Language Models to Reason Lucie Charlotte Magister Jonathan Mallinson Jakub Adamek Eric Malmi Aliaksei Severyn LRM AI4CE ReLM 165 268 0 16 Dec 2022
Solving Math Word Problems via Cooperative Reasoning induced Language Models Xinyu Zhu Junjie Wang Lin Zhang Yuxiang Zhang Ruyi Gan Jiaxing Zhang Yujiu Yang ReLM LRM 99 82 0 28 Oct 2022
Large Language Models Can Self-Improve Jiaxin Huang S. Gu Le Hou Yuexin Wu Xuezhi Wang Hongkun Yu Jiawei Han ReLM AI4MH LRM 163 608 0 20 Oct 2022
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 206 434 0 03 Oct 2022
Learning Math Reasoning from Self-Sampled Correct and Partially-Correct Solutions Ansong Ni J. Inala Chenglong Wang Oleksandr Polozov Christopher Meek Dragomir R. Radev Jianfeng Gao ReLM AIMat LRM 70 44 0 28 May 2022
Training Verifiers to Solve Math Word Problems K. Cobbe V. Kosaraju Mohammad Bavarian Mark Chen Heewoo Jun ... Jerry Tworek Jacob Hilton Reiichiro Nakano Christopher Hesse John Schulman ReLM OffRL LRM 267 4,392 0 27 Oct 2021
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 318 367 0 01 Feb 2021
Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language Explanations Oana-Maria Camburu Brendan Shillingford Pasquale Minervini Thomas Lukasiewicz Phil Blunsom AAML GAN 63 97 0 07 Oct 2019
A Logic-Driven Framework for Consistency of Neural Models Tao Li Vivek Gupta Maitrey Mehta Vivek Srikumar AI4CE 83 105 0 31 Aug 2019