Are All Languages Created Equal in Multilingual BERT?

18 May 2020

Papers citing "Are All Languages Created Equal in Multilingual BERT?"

50 / 174 papers shown

Title
Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Faiza Hassan Summra Saleem Kashif Javed Muhammad Nabeel Asim A. Rehman Andreas Dengel 33 0 0 08 May 2025
HYPEROFA: Expanding LLM Vocabulary to New Languages via Hypernetwork-Based Embedding Initialization Enes Özeren Yihong Liu Hinrich Schütze 31 0 0 21 Apr 2025
Bias Beyond English: Evaluating Social Bias and Debiasing Methods in a Low-Resource Setting Ej Zhou Weiming Lu 28 0 0 15 Apr 2025
Comparing Human Expertise and Large Language Models Embeddings in Content Validity Assessment of Personality Tests Nicola Milano Michela Ponticorvo Davide Marocco ALM 50 0 0 15 Mar 2025
Optimal word order for non-causal text generation with Large Language Models: the Spanish case Andrea Busto-Castiñeira Silvia García-Méndez Francisco de Arriba-Pérez Francisco J. González Castaño 41 0 0 21 Feb 2025
Language Fusion for Parameter-Efficient Cross-lingual Transfer Philipp Borchert Ivan Vulić Marie-Francine Moens Jochen De Weerdt 41 0 0 12 Jan 2025
Prompting with Phonemes: Enhancing LLMs' Multilinguality for Non-Latin Script Languages Hoang Nguyen Khyati Mahajan Vikas Yadav Philip S. Yu Masoud Hashemi Rishabh Maheshwary Rishabh Maheshwary 49 0 0 04 Nov 2024
Tokenization and Morphology in Multilingual Language Models: A Comparative Analysis of mT5 and ByT5 Thao Anh Dang Limor Raviv Lukas Galke 25 1 0 15 Oct 2024
Entity Insertion in Multilingual Linked Corpora: The Case of Wikipedia Tomás Feith Akhil Arora Martin Gerlach Debjit Paul Robert West KELM 28 0 0 05 Oct 2024
Predictability and Causality in Spanish and English Natural Language Generation Andrea Busto-Castiñeira Francisco J. González Castaño Silvia García-Méndez Francisco de Arriba-Pérez CML 54 1 0 26 Aug 2024
MoE-LPR: Multilingual Extension of Large Language Models through Mixture-of-Experts with Language Priors Routing Hao Zhou Zhijun Wang Shujian Huang Xin Huang Xue Han Junlan Feng Chao Deng Weihua Luo Jiajun Chen CLL MoE 54 5 0 21 Aug 2024
Goldfish: Monolingual Language Models for 350 Languages Tyler A. Chang Catherine Arnett Zhuowen Tu Benjamin Bergen LRM 44 4 0 19 Aug 2024
MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization Orevaoghene Ahia Sachin Kumar Hila Gonen Valentin Hoffman Tomasz Limisiewicz Yulia Tsvetkov Noah A. Smith 51 4 0 11 Jul 2024
Large Models of What? Mistaking Engineering Achievements for Human Linguistic Agency Abeba Birhane Marek McGann 20 7 0 11 Jul 2024
Soft Language Prompts for Language Transfer Ivan Vykopal Simon Ostermann Marian Simko AAML 42 1 0 02 Jul 2024
Adapting Multilingual LLMs to Low-Resource Languages with Knowledge Graphs via Adapters Daniil Gurgurov Mareike Hartmann Simon Ostermann 47 6 0 01 Jul 2024
On the Evaluation Practices in Multilingual NLP: Can Machine Translation Offer an Alternative to Human Translations? Rochelle Choenni Sara Rajaee Christof Monz Ekaterina Shutova 39 1 0 20 Jun 2024
Probing the Emergence of Cross-lingual Alignment during LLM Training Hetong Wang Pasquale Minervini E. Ponti 39 8 0 19 Jun 2024
Synergizing Foundation Models and Federated Learning: A Survey Shenghui Li Fanghua Ye Meng Fang Jiaxu Zhao Yun-Hin Chan Edith C. -H. Ngai Thiemo Voigt AI4CE 57 5 0 18 Jun 2024
Multilingual Large Language Models and Curse of Multilinguality Daniil Gurgurov Tanja Bäumel Tatiana Anikina 86 4 0 15 Jun 2024
UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages Trinh Pham Khoi M. Le Luu Anh Tuan 42 1 0 14 Jun 2024
Decoding the Diversity: A Review of the Indic AI Research Landscape Sankalp KJ Vinija Jain S. Bhaduri Tamoghna Roy Aman Chadha 55 5 0 13 Jun 2024
Decipherment-Aware Multilingual Learning in Jointly Trained Language Models Grandee Lee 34 0 0 11 Jun 2024
An Open Multilingual System for Scoring Readability of Wikipedia Mykola Trokhymovych Indira Sen Martin Gerlach 40 3 0 03 Jun 2024
Targeted Multilingual Adaptation for Low-resource Language Families C.M. Downey Terra Blevins Dhwani Serai Dwija Parikh Shane Steinert-Threlkeld 40 2 0 20 May 2024
What Drives Performance in Multilingual Language Models? Sina Bagheri Nezhad Ameeta Agrawal LRM 42 9 0 29 Apr 2024
Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment Zhaofeng Wu Ananth Balashankar Yoon Kim Jacob Eisenstein Ahmad Beirami 46 13 0 18 Apr 2024
Investigating Gender Bias in Turkish Language Models Orhun Caglidil Malte Ostendorff Georg Rehm 27 2 0 17 Apr 2024
Language Models on a Diet: Cost-Efficient Development of Encoders for Closely-Related Languages via Additional Pretraining Nikola Ljubesic Vít Suchomel Peter Rupnik Taja Kuzman Rik van Noord CLL 29 5 0 08 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 27 36 0 01 Apr 2024
TAMS: Translation-Assisted Morphological Segmentation Enora Rice Ali Marashian Luke Gessler Alexis Palmer K. Wense 27 0 0 21 Mar 2024
Prediction of Translation Techniques for the Translation Process Fan Zhou Vincent Vandeghinste 37 0 0 21 Mar 2024
Pre-Trained Language Models Represent Some Geographic Populations Better Than Others Jonathan Dunn Benjamin Adams Harish Tayyar Madabushi 32 3 0 16 Mar 2024
IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators Indraneil Paul Goran Glavas Iryna Gurevych 42 13 0 06 Mar 2024
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval Antoine Louis V. Saxena Gijs van Dijck Gerasimos Spanakis 42 5 0 23 Feb 2024
Transferring BERT Capabilities from High-Resource to Low-Resource Languages Using Vocabulary Matching Piotr Rybak 29 1 0 22 Feb 2024
Mitigating the Linguistic Gap with Phonemic Representations for Robust Multilingual Language Understanding Haeji Jung Changdae Oh Jooeon Kang Jimin Sohn Kyungwoo Song Jinkyu Kim David R. Mortensen 29 1 0 22 Feb 2024
Enhancing ESG Impact Type Identification through Early Fusion and Multilingual Models Hariram Veeramani Surendrabikram Thapa Usman Naseem 16 5 0 16 Feb 2024
Cross-Lingual Transfer from Related Languages: Treating Low-Resource Maltese as Multilingual Code-Switching Kurt Micallef Nizar Habash Claudia Borg Fadhl Eryani Houda Bouamor 29 2 0 30 Jan 2024
The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts Lingfeng Shen Weiting Tan Sihao Chen Yunmo Chen Jingyu Zhang Haoran Xu Boyuan Zheng Philipp Koehn Daniel Khashabi 34 38 0 23 Jan 2024
Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models Terra Blevins Tomasz Limisiewicz Suchin Gururangan Margaret Li Hila Gonen Noah A. Smith Luke Zettlemoyer 50 22 0 19 Jan 2024
When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource Languages Tyler A. Chang Catherine Arnett Zhuowen Tu Benjamin Bergen LRM 43 7 0 15 Nov 2023
Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark Stephen Mayhew Terra Blevins Shuheng Liu Marek vSuppa Hila Gonen ... Nikola Ljubevsić Lester James V. Miranda Barbara Plank Arij Riabi Yuval Pinter 24 9 0 15 Nov 2023
How Vocabulary Sharing Facilitates Multilingualism in LLaMA? Fei Yuan Shuai Yuan Zhiyong Wu Lei Li 37 10 0 15 Nov 2023
On the Calibration of Multilingual Question Answering LLMs Yahan Yang Soham Dan Dan Roth Insup Lee 13 2 0 15 Nov 2023
Syntactic Inductive Bias in Transformer Language Models: Especially Helpful for Low-Resource Languages? Luke Gessler Nathan Schneider 11 1 0 01 Nov 2023
Towards a Deep Understanding of Multilingual End-to-End Speech Translation Haoran Sun Xiaohu Zhao Yikun Lei Shaolin Zhu Deyi Xiong 39 8 0 31 Oct 2023
Counterfactually Probing Language Identity in Multilingual Models Anirudh Srinivasan Venkata S Govindarajan Kyle Mahowald 26 1 0 29 Oct 2023
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques Manon Reusens Philipp Borchert Margot Mieskes Jochen De Weerdt Bart Baesens 34 8 0 16 Oct 2023
Exploring the Maze of Multilingual Modeling Sina Bagheri Nezhad Ameeta Agrawal 18 1 0 09 Oct 2023