Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models

1 February 2021

Papers citing "Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models"

50 / 109 papers shown

Title
Cross-Lingual Transfer of Cultural Knowledge: An Asymmetric Phenomenon Chen Zhang Zhiyuan Liao Yansong Feng 52 0 0 02 Jun 2025
OWL: Probing Cross-Lingual Recall of Memorized Texts via World Literature Alisha Srivastava Emir Korukluoglu Minh Nhat Le Duyen Tran Chau Minh Pham Marzena Karpinska Mohit Iyyer 54 0 0 28 May 2025
Tracing Multilingual Factual Knowledge Acquisition in Pretraining Yihong Liu Mingyang Wang Amir Hossein Kargaran Felicia Körner Ercong Nie Yun Xue François Yvon Hinrich Schutze HILM KELM 132 0 0 20 May 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 117 1 0 14 Apr 2025
Can We Edit LLMs for Long-Tail Biomedical Knowledge? Xinhao Yi Jake Lever Kevin Bryson Zaiqiao Meng KELM 80 0 0 14 Apr 2025
MultiLoKo: a multilingual local knowledge benchmark for LLMs spanning 31 languages Dieuwke Hupkes Nikolay Bogoychev 419 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 117 5 0 05 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 123 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 125 7 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 107 1 0 27 Feb 2025
Language Models' Factuality Depends on the Language of Inquiry Tushar Aggarwal Kumar Tanmay Ayush Agrawal Kumar Ayush Hamid Palangi Paul Pu Liang HILM KELM 124 2 0 25 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 186 5 0 04 Feb 2025
One Mind, Many Tongues: A Deep Dive into Language-Agnostic Knowledge Neurons in Large Language Models Pengfei Cao Yuheng Chen Zhuoran Jin Yubo Chen Kang Liu Jun Zhao KELM 122 0 0 26 Nov 2024
ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Contrastive Framework Hengyuan Zhang Chenming Shang Sizhe Wang Dongdong Zhang Feng Yao Renliang Sun Yiyao Yu Yujiu Yang Furu Wei 203 6 0 25 Oct 2024
Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning Gaurav Arora Srujana Merugu Shreya Jain Vaibhav Saxena LRM 139 0 0 18 Oct 2024
Enhancing Fact Retrieval in PLMs through Truthfulness Paul Youssef Jorg Schlotterer C. Seifert KELM HILM 56 0 0 17 Oct 2024
The Geometry of Numerical Reasoning: Language Models Compare Numeric Properties in Linear Subspaces Ahmed Oumar El-Shangiti Tatsuya Hiraoka Hilal AlQuabeh Benjamin Heinzerling Kentaro Inui 143 1 0 17 Oct 2024
Defining Knowledge: Bridging Epistemology and Large Language Models Constanza Fierro Ruchira Dhar Filippos Stamatiou Nicolas Garneau Anders Søgaard KELM 139 5 0 03 Oct 2024
Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization Mingyang Wang Lukas Lange Heike Adel Jannik Strötgen Hinrich Schütze KELM 84 3 0 03 Oct 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 98 4 0 20 Aug 2024
How Well Do LLMs Identify Cultural Unity in Diversity? Jialin Li Junli Wang Junjie Hu Ming Jiang 78 4 0 09 Aug 2024
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning Ercong Nie Bo Shao Zifeng Ding Mingyang Wang Helmut Schmid Hinrich Schütze KELM 211 8 0 25 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 161 2 0 23 Jun 2024
Exploring Design Choices for Building Language-Specific LLMs Atula Tejaswi Nilesh Gupta Eunsol Choi 109 11 0 20 Jun 2024
An Analysis of Multilingual FActScore Kim Trong Vu Michael Krumdick Varshini Reddy Franck Dernoncourt Viet Dac Lai HILM 158 1 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 99 24 0 19 Jun 2024
Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models Minseok Choi Kyunghyun Min Jaegul Choo MU AAML 90 2 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 155 1 0 17 Jun 2024
Decoding the Diversity: A Review of the Indic AI Research Landscape Sankalp KJ Vinija Jain S. Bhaduri Tamoghna Roy Aman Chadha 87 7 0 13 Jun 2024
WarCov -- Large multilabel and multimodal dataset from social platform Weronika Borek-Marciniec P. Zyblewski Jakub Klikowski Pawel Ksieniewicz 90 0 0 10 Jun 2024
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art Chen Cecilia Liu Iryna Gurevych Anna Korhonen 191 6 0 06 Jun 2024
A Survey of Language-Based Communication in Robotics William Hunt Sarvapali D. Ramchurn Mohammad D. Soorati LM&Ro 256 13 0 06 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 115 33 0 07 May 2024
Language Fairness in Multilingual Information Retrieval Eugene Yang Thomas Janich James Mayfield Dawn J Lawrie 66 5 0 02 May 2024
Mitigating Language-Level Performance Disparity in mPLMs via Teacher Language Selection and Cross-lingual Self-Distillation Haozhe Zhao Zefan Cai Shuzheng Si Liang Chen Yufeng He Kaikai An Baobao Chang 72 0 0 12 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 98 21 0 06 Apr 2024
Dissecting Paraphrases: The Impact of Prompt Syntax and supplementary Information on Knowledge Retrieval from Pretrained Language Models Stephan Linzbach Dimitar Dimitrov Laura Kallmeyer Kilian Evang Hajira Jabeen Stefan Dietze KELM 88 1 0 02 Apr 2024
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias Yuemei Xu Ling Hu Jiayi Zhao Zihan Qiu Yuqi Ye Hanwen Gu LRM 102 44 0 01 Apr 2024
EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation A. Tonja Israel Abebe Azime Tadesse Destaw Belay M. Yigezu Moges Ahmed Mehamed ... Olga Kolesnikova Philipp Slusallek Dietrich Klakow Shengwu Xiong Seid Muhie Yimam 130 8 0 20 Mar 2024
Monotonic Representation of Numeric Properties in Language Models Benjamin Heinzerling Kentaro Inui KELM MILM 110 10 0 15 Mar 2024
Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction Ziyang Xu Keqin Peng Liang Ding Dacheng Tao Xiliang Lu 74 10 0 15 Mar 2024
Tracing the Roots of Facts in Multilingual Language Models: Independent, Shared, and Transferred Knowledge Xin Zhao Naoki Yoshinaga Daisuke Oba KELM HILM 80 12 0 08 Mar 2024
ROME: Memorization Insights from Text, Logits and Representation Bo Li Qing Xia Zhao Lijie Wen 77 2 0 01 Mar 2024
Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models Yuheng Chen Pengfei Cao Yubo Chen Yining Wang Shengping Liu Kang Liu Jun Zhao KELM 102 1 0 21 Feb 2024
The Queen of England is not England's Queen: On the Lack of Factual Coherency in PLMs Paul Youssef Jorg Schlotterer Christin Seifert KELM 115 2 0 02 Feb 2024
Comparing Template-based and Template-free Language Model Probing Sagi Shaier Kevin Bennett Lawrence E Hunter Katharina von der Wense ELM 101 4 0 31 Jan 2024
Temporal Blind Spots in Large Language Models Jonas Wallat Adam Jatowt Avishek Anand 132 3 0 22 Jan 2024
Distantly Supervised Morpho-Syntactic Model for Relation Extraction Nicolas Gutehrlé Iana Atanassova 72 0 0 18 Jan 2024
MPN: Leveraging Multilingual Patch Neuron for Cross-lingual Model Editing Nianwen Si Hao Zhang Weiqiang Zhang KELM 70 8 0 06 Jan 2024
The Earth is Flat? Unveiling Factual Errors in Large Language Models Wenxuan Wang Juluan Shi Zhaopeng Tu Youliang Yuan Jen-tse Huang Wenxiang Jiao Michael R. Lyu KELM HILM SyDa 100 2 0 01 Jan 2024