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On the Language Neutrality of Pre-trained Multilingual Representations

Findings (Findings), 2020

9 April 2020

Papers citing "On the Language Neutrality of Pre-trained Multilingual Representations"

50 / 71 papers shown

Title
Multilingual Vision-Language Models, A Survey Andrei-Alexandru Manea Jindřich Libovický VLM 139 1 0 26 Sep 2025
Language Surgery in Multilingual Large Language Models Joanito Agili Lopo Muhammad Ravi Shulthan Habibi Tack Hwa Wong Muhammad Ilham Ghozali Fajri Koto Genta Indra Winata Peerat Limkonchotiwat Alham Fikri Aji Samuel Cahyawijaya 301 0 0 14 Jun 2025
Static Word Embeddings for Sentence Semantic Representation Takashi Wada Yuki Hirakawa Ryotaro Shimizu Takahiro Kawashima Yuki Saito 239 0 0 05 Jun 2025
Refusal Direction is Universal Across Safety-Aligned Languages Xinpeng Wang Mingyang Wang Yihong Liu Hinrich Schutze Barbara Plank 398 3 0 22 May 2025
Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities Xiaoyu Luo Yiyi Chen Johannes Bjerva Qiongxiu Li 248 1 0 21 May 2025
When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners Weixiang Zhao Jiahe Guo Yang Deng Tongtong Wu Wenxuan Zhang ... Yanyan Zhao Wanxiang Che Bing Qin Tat-Seng Chua Ting Liu LRM 430 1 0 21 May 2025
High-Dimensional Interlingual Representations of Large Language Models Bryan Wilie Samuel Cahyawijaya Junxian He Pascale Fung 545 0 0 14 Mar 2025
Beyond Literal Token Overlap: Token Alignability for MultilingualityNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Katharina Hämmerl Tomasz Limisiewicz Jindrich Libovický Kangyang Luo 186 3 0 10 Feb 2025
LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models Hieu Man Nghia Trung Ngo Viet Dac Lai Ryan Rossi Franck Dernoncourt T. Nguyen 1.2K 1 0 01 Jan 2025
Refining Dimensions for Improving Clustering-based Cross-lingual Topic Models Chia-Hsuan Chang Tien-Yuan Huang Yi-Hang Tsai Chia-Ming Chang San-Yih Hwang 189 2 0 17 Dec 2024
Converging to a Lingua Franca: Evolution of Linguistic Regions and Semantics Alignment in Multilingual Large Language ModelsInternational Conference on Computational Linguistics (COLING), 2024 Hongchuan Zeng Senyu Han Lu Chen Kai Yu 218 15 0 15 Oct 2024
CiMaTe: Citation Count Prediction Effectively Leveraging the Main Text Jun Hirako Ryohei Sasano Koichi Takeda 310 4 0 06 Oct 2024
Cross-lingual Back-Parsing: Utterance Synthesis from Meaning Representation for Zero-Resource Semantic ParsingConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Deokhyung Kang Seonjeong Hwang Yunsu Kim Gary Geunbae Lee 273 0 0 01 Oct 2024
LangSAMP: Language-Script Aware Multilingual PretrainingAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Yihong Liu Haotian Ye Chunlan Ma Mingyang Wang Hinrich Schütze VLM 485 2 0 26 Sep 2024
Mitigating Semantic Leakage in Cross-lingual Embeddings via Orthogonality ConstraintWorkshop on Representation Learning for NLP (RepL4NLP), 2024 Dayeon Ki Cheonbok Park H. Kim FedML 163 0 0 24 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 219 8 0 20 Aug 2024
Investigating the translation capabilities of Large Language Models trained on parallel data only Javier García Gilabert Carlos Escolano Aleix Sant Savall Francesca de Luca Fornaciari Audrey Mash Xixian Liao Maite Melero LRM 312 2 0 13 Jun 2024
mOthello: When Do Cross-Lingual Representation Alignment and Cross-Lingual Transfer Emerge in Multilingual Models? Tianze Hua Tian Yun Ellie Pavlick LRM 164 16 0 18 Apr 2024
Understanding Cross-Lingual Alignment -- A SurveyAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Katharina Hämmerl Jindvrich Libovický Kangyang Luo 240 29 0 09 Apr 2024
How do Large Language Models Handle Multilingualism? Yiran Zhao Wenxuan Zhang Guizhen Chen Kenji Kawaguchi Lidong Bing LRM 362 128 0 29 Feb 2024
Analysis of Multi-Source Language Training in Cross-Lingual Transfer Seong Hoon Lim Taejun Yun Jinhyeon Kim Jihun Choi Taeuk Kim 217 5 0 21 Feb 2024
The Hidden Space of Transformer Language Adapters Jesujoba Oluwadara Alabi Marius Mosbach Matan Eyal Dietrich Klakow Mor Geva 359 15 1 20 Feb 2024
Do Llamas Work in English? On the Latent Language of Multilingual Transformers Chris Wendler V. Veselovsky Giovanni Monea Robert West 549 213 0 16 Feb 2024
Text Embedding Inversion Security for Multilingual Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Yiyi Chen Heather Lent Johannes Bjerva 417 24 0 22 Jan 2024
LangBridge: Multilingual Reasoning Without Multilingual Supervision Dongkeun Yoon Joel Jang Sungdong Kim Seungone Kim Sheikh Shafayat Minjoon Seo LRM 205 24 0 19 Jan 2024
Discovering Low-rank Subspaces for Language-agnostic Multilingual RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Zhihui Xie Handong Zhao Tong Yu Shuai Li 203 17 0 11 Jan 2024
MELA: Multilingual Evaluation of Linguistic AcceptabilityAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Ziyin Zhang Yikang Liu Wei-Ping Huang Junyu Mao Rui Wang Hai Hu 284 15 0 15 Nov 2023
Sharing, Teaching and Aligning: Knowledgeable Transfer Learning for Cross-Lingual Machine Reading ComprehensionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Tingfeng Cao Chengyu Wang Chuanqi Tan Jun Huang Jinhui Zhu 173 0 0 12 Nov 2023
Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Shaoyang Xu Junzhuo Li Deyi Xiong KELM 213 26 0 07 Nov 2023
Counterfactually Probing Language Identity in Multilingual Models Anirudh Srinivasan Venkata S Govindarajan Kyle Mahowald 246 1 0 29 Oct 2023
Probing LLMs for Joint Encoding of Linguistic CategoriesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Giulio Starace Konstantinos Papakostas Rochelle Choenni Apostolos Panagiotopoulos Matteo Rosati Alina Leidinger Ekaterina Shutova 241 12 0 28 Oct 2023
Language Agnostic Code EmbeddingsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Saiteja Utpala Alex Gu Pin-Yu Chen 196 1 0 25 Oct 2023
Boosting Unsupervised Machine Translation with Pseudo-Parallel DataMachine Translation Summit (MT Summit), 2023 Ivana Kvapilíková Ondrej Bojar MoE 148 0 0 22 Oct 2023
Comparing Styles across Languages: A Cross-Cultural Exploration of PolitenessConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Shreya Havaldar Matthew Pressimone Eric Wong Lyle Ungar 448 2 0 11 Oct 2023
Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language ModelsInternational Conference on Machine Learning (ICML), 2023 Phillip Rust Anders Søgaard 158 6 0 17 Aug 2023
mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language ModelsFindings (Findings), 2023 Peiqin Lin Chengzhi Hu Zheyu Zhang André F. T. Martins Hinrich Schütze 219 1 0 23 May 2023
How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Rochelle Choenni Dan Garrette Ekaterina Shutova 320 19 0 22 May 2023
Measuring Cross-Lingual Transferability of Multilingual Transformers on Sentence Classification Zewen Chi Heyan Huang Xian-Ling Mao 239 0 0 15 May 2023
Identifying the Correlation Between Language Distance and Cross-Lingual Transfer in a Multilingual Representation Space Fred Philippy Siwen Guo Shohreh Haddadan 148 10 0 03 May 2023
Cross-Lingual Transfer of Cognitive Processing ComplexityFindings (Findings), 2023 C. Pouw Nora Hollenstein Lisa Beinborn 259 3 0 24 Feb 2023
In What Languages are Generative Language Models the Most Formal? Analyzing Formality Distribution across LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Asim Ersoy Gerson Vizcarra T. Mayeesha Benjamin Muller 220 4 0 23 Feb 2023
The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and ChallengesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Genta Indra Winata Alham Fikri Aji Zheng-Xin Yong Thamar Solorio 309 49 0 19 Dec 2022
Cross-lingual Similarity of Multilingual Representations Revisited Maksym Del Mark Fishel 122 6 0 04 Dec 2022
Speaking Multiple Languages Affects the Moral Bias of Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Katharina Hämmerl Bjorn Deiseroth P. Schramowski Jindrich Libovický Constantin Rothkopf Kangyang Luo Kristian Kersting 244 39 0 14 Nov 2022
A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer LearningInternational Conference on Computational Linguistics (COLING), 2022 Kunbo Ding Weijie Liu Yuejian Fang Weiquan Mao Zhe Zhao Tao Zhu Haoyan Liu Rong Tian Yiren Chen 186 12 0 18 Oct 2022
Improving the Cross-Lingual Generalisation in Visual Question AnsweringAAAI Conference on Artificial Intelligence (AAAI), 2022 Farhad Nooralahzadeh Rico Sennrich 225 8 0 07 Sep 2022
Discovering Language-neutral Sub-networks in Multilingual Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Negar Foroutan Mohammadreza Banaei R. Lebret Antoine Bosselut Karl Aberer LRM 260 27 0 25 May 2022
The Geometry of Multilingual Language Model RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Tyler A. Chang Zhuowen Tu Benjamin Bergen 330 81 0 22 May 2022
Enhancing Cross-lingual Transfer by Manifold MixupInternational Conference on Learning Representations (ICLR), 2022 Huiyun Yang Huadong Chen Hao Zhou Lei Li AAML 152 46 0 09 May 2022
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence EncodersConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Ivan Vulić Goran Glavaš Fangyu Liu Nigel Collier Edoardo Ponti Anna Korhonen 256 10 0 30 Apr 2022

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On the Language Neutrality of Pre-trained Multilingual Representations

Papers citing "On the Language Neutrality of Pre-trained Multilingual Representations"