CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis

26 May 2025

Papers citing "CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis"

21 / 21 papers shown

Title
BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages Junho Myung Nayeon Lee Yi Zhou Jiho Jin Rifki Afina Putri ... Seid Muhie Yimam Mohammad Taher Pilehvar N. Ousidhoum Jose Camacho-Collados Alice Oh 135 50 0 17 Jan 2025
Survey of Cultural Awareness in Language Models: Text and Beyond Siddhesh Pawar Junyeong Park Jiho Jin Arnav Arora Junho Myung Srishti Yadav Faiz Ghifari Haznitrama Inhwa Song Alice Oh Isabelle Augenstein 47 31 0 30 Oct 2024
CulturalBench: A Robust, Diverse, and Challenging Cultural Benchmark by Human-AI CulturalTeaming Yu Ying Chiu Liwei Jiang Bill Yuchen Lin Chan Young Park Shuyue Stella Li ... Mehar Bhatia Maria Antoniak Yulia Tsvetkov Vered Shwartz Yejin Choi ELM ALM 83 0 0 03 Oct 2024
Self-Alignment: Improving Alignment of Cultural Values in LLMs via In-Context Learning Rochelle Choenni Ekaterina Shutova 73 12 0 29 Aug 2024
MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark Yubo Wang Xueguang Ma Ge Zhang Yuansheng Ni Abhranil Chandra ... Kai Wang Alex Zhuang Rongqi Fan Xiang Yue Wenhu Chen LRM ELM 82 409 0 03 Jun 2024
When Can LLMs Actually Correct Their Own Mistakes? A Critical Survey of Self-Correction of LLMs Ryo Kamoi Yusen Zhang Nan Zhang Jiawei Han Rui Zhang LRM 90 76 0 03 Jun 2024
Understanding the Capabilities and Limitations of Large Language Models for Cultural Commonsense Siqi Shen Lajanugen Logeswaran Moontae Lee Honglak Lee Soujanya Poria Rada Mihalcea AI4MH LRM ELM 73 31 0 07 May 2024
CulturalTeaming: AI-Assisted Interactive Red-Teaming for Challenging LLMs' (Lack of) Multicultural Knowledge Yu Ying Chiu Amirhossein Ajalloeian Maria Antoniak Chan Young Park Shuyue Stella Li Mehar Bhatia Sahithya Ravi Yulia Tsvetkov Vered Shwartz Yejin Choi 59 22 0 10 Apr 2024
Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations Jiaxing Sun Weiquan Huang Jiang Wu Chenya Gu Wei Li Songyang Zhang Hang Yan Conghui He LRM 63 8 0 21 Mar 2024
Can LLM Generate Culturally Relevant Commonsense QA Data? Case Study in Indonesian and Sundanese Rifki Afina Putri Faiz Ghifari Haznitrama Dea Adhista Alice Oh 64 18 0 27 Feb 2024
Investigating Cultural Alignment of Large Language Models Badr AlKhamissi Muhammad N. ElNokrashy Mai AlKhamissi Mona T. Diab 99 56 0 20 Feb 2024
Large Language Models Cannot Self-Correct Reasoning Yet Jie Huang Xinyun Chen Swaroop Mishra Huaixiu Steven Zheng Adams Wei Yu Xinying Song Denny Zhou ReLM LRM 71 460 0 03 Oct 2023
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning Bin Wang Zhengyuan Liu Xin Huang Fangkai Jiao Yang Ding Ai Ti Aw Nancy F. Chen LRM 53 69 0 09 Sep 2023
Exploring Cross-Cultural Differences in English Hate Speech Annotations: From Dataset Construction to Analysis Nayeon Lee Chani Jung Jun-Hee Myung Jiho Jin Jose Camacho-Collados Juho Kim Alice Oh 69 21 0 31 Aug 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward Model Rafael Rafailov Archit Sharma E. Mitchell Stefano Ermon Christopher D. Manning Chelsea Finn ALM 313 3,895 0 29 May 2023
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing Zhibin Gou Zhihong Shao Yeyun Gong Yelong Shen Yujiu Yang Nan Duan Weizhu Chen KELM LRM 61 382 0 19 May 2023
Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data Kashun Shum Shizhe Diao Tong Zhang ReLM LRM 66 134 0 24 Feb 2023
Extracting Cultural Commonsense Knowledge at Scale Shrestha Ghosh Simon Razniewski A. Varde Gerhard Weikum 65 63 0 14 Oct 2022
Measuring Massive Multitask Language Understanding Dan Hendrycks Collin Burns Steven Basart Andy Zou Mantas Mazeika D. Song Jacob Steinhardt ELM RALM 157 4,377 0 07 Sep 2020
HellaSwag: Can a Machine Really Finish Your Sentence? Rowan Zellers Ari Holtzman Yonatan Bisk Ali Farhadi Yejin Choi 154 2,446 0 19 May 2019
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Alon Talmor Jonathan Herzig Nicholas Lourie Jonathan Berant RALM 140 1,716 0 02 Nov 2018