Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models

16 October 2023

Papers citing "Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models"

50 / 53 papers shown

Title
Consistency in Language Models: Current Landscape, Challenges, and Future Directions Jekaterina Novikova Carol Anderson Borhane Blili-Hamelin Subhabrata Majumdar HILM 69 0 0 01 May 2025
Understanding LLMs' Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From Changjiang Gao Hankun Lin Shujian Huang Xin Huang Xue Han Junlan Feng Chao Deng Jiajun Chen LRM 49 0 0 15 Apr 2025
Localized Cultural Knowledge is Conserved and Controllable in Large Language Models V. Veselovsky Berke Argin Benedikt Stroebl Chris Wendler Robert West James Evans Thomas L. Griffiths Arvind Narayanan 57 0 0 14 Apr 2025
MultiLoKo: a multilingual local knowledge benchmark for LLMs spanning 31 languages Dieuwke Hupkes Nikolay Bogoychev 127 0 0 14 Apr 2025
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models Mingyang Wang Heike Adel Lukas Lange Yihong Liu Ercong Nie Jannik Strötgen Hinrich Schütze HILM 59 0 0 05 Apr 2025
On the Consistency of Multilingual Context Utilization in Retrieval-Augmented Generation Jirui Qi Raquel Fernández Arianna Bisazza RALM 58 0 0 01 Apr 2025
Uncovering inequalities in new knowledge learning by large language models across different languages Chenglong Wang Haoyu Tang Xiyuan Yang Yueqi Xie Jina Suh ... Junming Huang Yu Xie Zhaoya Gong Xing Xie Fangzhao Wu 56 0 0 06 Mar 2025
ECLeKTic: a Novel Challenge Set for Evaluation of Cross-Lingual Knowledge Transfer Omer Goldman Uri Shaham Dan Malkin Sivan Eiger Avinatan Hassidim ... Shruti Rijhwani Laura Rimell Idan Szpektor Reut Tsarfaty Matan Eyal 47 3 0 28 Feb 2025
XCOMPS: A Multilingual Benchmark of Conceptual Minimal Pairs Linyang He Ercong Nie Sukru Samet Dindar Arsalan Firoozi Adrian Nicolas Florea ... Haotian Ye Jonathan R. Brennan Helmut Schmid Hinrich Schütze Nima Mesgarani 56 1 0 27 Feb 2025
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning Ercong Nie Bo Shao Zifeng Ding Mingyang Wang Helmut Schmid Hinrich Schütze KELM 137 7 0 21 Feb 2025
Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation Vera Neplenbroek Arianna Bisazza Raquel Fernández 103 0 0 17 Feb 2025
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models Xu Huang Wenhao Zhu Hanxu Hu Conghui He Lei Li Shujian Huang Fei Yuan ELM 59 3 0 11 Feb 2025
Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge Daniel Tamayo Aitor Gonzalez-Agirre Javier Hernando Marta Villegas KELM 93 3 0 04 Feb 2025
CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering Yumeng Wang Zhiyuan Fan Q. Wang May Fung Heng Ji 80 1 0 30 Jan 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 55 2 0 27 Jan 2025
Towards Multilingual LLM Evaluation for Baltic and Nordic languages: A study on Lithuanian History Yevhen Kostiuk O. Vitman Łukasz Gagała Artur Kiulian ELM 154 0 0 17 Jan 2025
Extending LLMs to New Languages: A Case Study of Llama and Persian Adaptation Samin Mahdizadeh Sani Pouya Sadeghi Thuy-Trang Vu Yadollah Yaghoobzadeh Gholamreza Haffari 76 2 0 17 Dec 2024
A Statistical Analysis of LLMs' Self-Evaluation Using Proverbs Ryosuke Sonoda Ramya Srinivasan 59 1 0 22 Oct 2024
Concept Space Alignment in Multilingual LLMs Qiwei Peng Anders Søgaard 37 3 0 01 Oct 2024
Uncovering Differences in Persuasive Language in Russian versus English Wikipedia Bryan Li Aleksey Panasyuk Chris Callison-Burch 21 1 0 27 Sep 2024
Pruning Multilingual Large Language Models for Multilingual Inference Hwichan Kim Jun Suzuki Tosho Hirasawa Mamoru Komachi 30 0 0 25 Sep 2024
Exploring Multilingual Probing in Large Language Models: A Cross-Language Analysis Daoyang Li Mingyu Jin Qingcheng Zeng Mengnan Du 63 2 0 22 Sep 2024
Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs Maxim Ifergan Leshem Choshen Roee Aharoni Idan Szpektor Omri Abend HILM 51 3 0 20 Aug 2024
PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment Jiahuan Li Shujian Huang Xinyu Dai Jiajun Chen LLMSV 49 6 0 23 Jul 2024
Internal Consistency and Self-Feedback in Large Language Models: A Survey Xun Liang Shichao Song Zifan Zheng Hanyu Wang Qingchen Yu ... Rong-Hua Li Peng Cheng Zhonghao Wang Feiyu Xiong Zhiyu Li HILM LRM 68 25 0 19 Jul 2024
Evaluating Knowledge-based Cross-lingual Inconsistency in Large Language Models Xiaolin Xing Zhiwei He Haoyu Xu Xing Wang Rui Wang Yu Hong ELM 51 1 0 01 Jul 2024
The SIFo Benchmark: Investigating the Sequential Instruction Following Ability of Large Language Models Xinyi Chen Baohao Liao Jirui Qi Panagiotis Eustratiadis Christof Monz Arianna Bisazza Maarten de Rijke ALM ELM LRM 33 5 0 28 Jun 2024
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners Peng Hu Sizhe Liu Changjiang Gao Xin Huang Xue Han Junlan Feng Chao Deng Shujian Huang LRM 43 1 0 24 Jun 2024
Crosslingual Capabilities and Knowledge Barriers in Multilingual Large Language Models Lynn Chua Badih Ghazi Yangsibo Huang Pritish Kamath Ravi Kumar Pasin Manurangsi Amer Sinha Chulin Xie Chiyuan Zhang 66 1 0 23 Jun 2024
Teaching LLMs to Abstain across Languages via Multilingual Feedback Shangbin Feng Weijia Shi Yike Wang Wenxuan Ding Orevaoghene Ahia Shuyue Stella Li Vidhisha Balachandran Sunayana Sitaram Yulia Tsvetkov 75 4 0 22 Jun 2024
An Analysis of Multilingual FActScore Kim Trong Vu Michael Krumdick Varshini Reddy Franck Dernoncourt Viet Dac Lai HILM 51 0 0 20 Jun 2024
Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators Matéo Mahaut Laura Aina Paula Czarnowska Momchil Hardalov Thomas Müller Lluís Marquez HILM 37 12 0 19 Jun 2024
Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models Minseok Choi Kyunghyun Min Jaegul Choo MU AAML 35 1 0 18 Jun 2024
Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance Somnath Banerjee Avik Halder Rajarshi Mandal Sayan Layek Ian Soboroff Rima Hazra Animesh Mukherjee 54 0 0 17 Jun 2024
Limited Out-of-Context Knowledge Reasoning in Large Language Models Peng Hu Changjiang Gao Ruiqi Gao Jiajun Chen Shujian Huang LRM 37 3 0 11 Jun 2024
MBBQ: A Dataset for Cross-Lingual Comparison of Stereotypes in Generative LLMs Vera Neplenbroek Arianna Bisazza Raquel Fernández 39 6 0 11 Jun 2024
mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models Huiyuan Lai Malvina Nissim LRM 41 14 0 04 Jun 2024
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias Shan Chen Jack Gallifant Mingye Gao Pedro Moreira Nikolaj Munch ... Hugo J. W. L. Aerts Brian Anthony Leo Anthony Celi William G. La Cava Danielle S. Bitterman 37 8 0 09 May 2024
Does Instruction Tuning Make LLMs More Consistent? Constanza Fierro Jiaang Li Anders Sogaard LRM 35 2 0 23 Apr 2024
From Form(s) to Meaning: Probing the Semantic Depths of Language Models Using Multisense Consistency Xenia Ohmer Elia Bruni Dieuwke Hupkes AI4CE 36 6 0 18 Apr 2024
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment Geyu Lin Bin Wang Zhengyuan Liu Nancy F. Chen 37 7 0 18 Apr 2024
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers Libo Qin Qiguang Chen Yuhang Zhou Zhi Chen Hai-Tao Zheng Lizi Liao Min Li Wanxiang Che Philip S. Yu LRM 55 36 0 07 Apr 2024
Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly Changjiang Gao Hongda Hu Peng Hu Jiajun Chen Jixing Li Shujian Huang 36 17 0 06 Apr 2024
Knowledge Conflicts for LLMs: A Survey Rongwu Xu Zehan Qi Zhijiang Guo Cunxiang Wang Hongru Wang Yue Zhang Wei Xu 200 94 0 13 Mar 2024
ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models Jio Oh Soyeon Kim Junseok Seo Jindong Wang Ruochen Xu Xing Xie Steven Euijong Whang 38 1 0 08 Mar 2024
Exploring Multilingual Concepts of Human Value in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages? Shaoyang Xu Weilong Dong Zishan Guo Xinwei Wu Deyi Xiong 41 6 0 28 Feb 2024
Investigating Cultural Alignment of Large Language Models Badr AlKhamissi Muhammad N. ElNokrashy Mai AlKhamissi Mona T. Diab 34 43 0 20 Feb 2024
MPN: Leveraging Multilingual Patch Neuron for Cross-lingual Model Editing Nianwen Si Hao Zhang Weiqiang Zhang KELM 26 6 0 06 Jan 2024
This Land is {Your, My} Land: Evaluating Geopolitical Biases in Language Models Bryan Li Samar Haider Chris Callison-Burch 23 16 0 24 May 2023
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 121 93 0 06 Oct 2022