Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages

23 October 2023

Wanxiang Che

Papers citing "Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages"

23 / 23 papers shown

Title
Improving Multilingual Language Models by Aligning Representations through Steering Omar Mahmoud B. L. Semage Thommen George Karimpanal Santu Rana LLMSV 73 0 0 19 May 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 Ekapol Chuangsuwanich Sarana Nutanong LRM 89 2 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 139 2 0 27 Jan 2025
CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models Zihui Cheng Qiguang Chen Jin Zhang Hao Fei Xiaocheng Feng Wanxiang Che Min Li L. Qin VLM MLLM LRM 163 8 0 17 Dec 2024
Language Imbalance Driven Rewarding for Multilingual Self-improving Wen Yang Junhong Wu Chen Wang Chengqing Zong J.N. Zhang ALM LRM 195 7 0 11 Oct 2024
CiMaTe: Citation Count Prediction Effectively Leveraging the Main Text Jun Hirako Ryohei Sasano Koichi Takeda 90 3 0 06 Oct 2024
Layer Swapping for Zero-Shot Cross-Lingual Transfer in Large Language Models Lucas Bandarkar Benjamin Muller Pritish Yuvraj Rui Hou Nayan Singhal Hongjiang Lv Bing-Quan Liu KELM LRM MoMe 123 5 0 02 Oct 2024
What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices Zhi Chen Qiguang Chen Libo Qin Qipeng Guo Haijun Lv Yicheng Zou Wanxiang Che Hang Yan Kai Chen Dahua Lin SyDa 117 4 0 03 Sep 2024
Bridging the Language Gap: Enhancing Multilingual Prompt-Based Code Generation in LLMs via Zero-Shot Cross-Lingual Transfer Mingda Li Abhijit Mishra Utkarsh Mujumdar 92 0 0 19 Aug 2024
Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models Chaoqun Liu Wenxuan Zhang Yiran Zhao Anh Tuan Luu Lidong Bing LRM 102 14 0 15 Mar 2024
MEGA: Multilingual Evaluation of Generative AI Kabir Ahuja Harshita Diddee Rishav Hada Millicent Ochieng Krithika Ramesh ... T. Ganu Sameer Segal Maxamed Axmed Kalika Bali Sunayana Sitaram LM&MA LRM ELM 107 289 0 22 Mar 2023
The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and Challenges Genta Indra Winata Alham Fikri Aji Zheng-Xin Yong Thamar Solorio 116 35 0 19 Dec 2022
ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning O. Yu. Golovneva Moya Chen Spencer Poff Martin Corredor Luke Zettlemoyer Maryam Fazel-Zarandi Asli Celikyilmaz ReLM LRM 96 152 0 15 Dec 2022
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 247 369 0 06 Oct 2022
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 439 2,976 0 06 Oct 2022
Decomposed Prompting: A Modular Approach for Solving Complex Tasks Tushar Khot H. Trivedi Matthew Finlayson Yao Fu Kyle Richardson Peter Clark Ashish Sabharwal ReLM LRM 138 452 0 05 Oct 2022
Inner Monologue: Embodied Reasoning through Planning with Language Models Wenlong Huang F. Xia Ted Xiao Harris Chan Jacky Liang ... Tomas Jackson Linda Luu Sergey Levine Karol Hausman Brian Ichter LLMAG LM&Ro LRM 134 922 0 12 Jul 2022
A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank Daniel Malkin Tomasz Limisiewicz Gabriel Stanovsky 67 24 0 09 May 2022
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 531 6,293 0 05 Apr 2022
Few-shot Learning with Multilingual Language Models Xi Lin Todor Mihaylov Mikel Artetxe Tianlu Wang Shuohui Chen ... Luke Zettlemoyer Zornitsa Kozareva Mona T. Diab Ves Stoyanov Xian Li BDL ELM LRM 121 309 0 20 Dec 2021
CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP Libo Qin Minheng Ni Yue Zhang Wanxiang Che 88 154 0 11 Jun 2020
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning Edoardo Ponti Goran Glavaš Olga Majewska Qianchu Liu Ivan Vulić Anna Korhonen LRM 87 328 0 01 May 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,316 0 27 Aug 2019