Title
HYPEROFA: Expanding LLM Vocabulary to New Languages via Hypernetwork-Based Embedding Initialization Enes Özeren Yihong Liu Hinrich Schütze 25 0 0 21 Apr 2025
Llama-3-Nanda-10B-Chat: An Open Generative Large Language Model for Hindi Monojit Choudhury Shivam Chauhan Rocktim Jyoti Das Dhruv Sahnan Xudong Han ... Rituraj Joshi Gurpreet Gosal Avraham Sheinin Natalia Vassilieva Preslav Nakov 16 0 0 08 Apr 2025
Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation Toqeer Ehsan Thamar Solorio 36 0 0 07 Apr 2025
Large Language Models in Numberland: A Quick Test of Their Numerical Reasoning Abilities Roussel Rahman ReLM ELM LRM 46 0 0 31 Mar 2025
PAD: Towards Efficient Data Generation for Transfer Learning Using Phrase Alignment Jong Myoung Kim Young-Jun_Lee Ho-Jin Choi Sangkeun Jung 53 0 0 24 Mar 2025
An Expanded Massive Multilingual Dataset for High-Performance Language Technologies Laurie Burchell Ona de Gibert Nikolay Arefyev Mikko Aulamo Marta Bañón ... Pavel Stepachev and Jörg Tiedemann Dušan Variš Tereza Vojtěchová Jaume Zaragoza-Bernabeu 38 1 0 13 Mar 2025
Compositional Translation: A Novel LLM-based Approach for Low-resource Machine Translation A. Zebaze Benoît Sagot Rachel Bawden 67 0 0 06 Mar 2025
Llama-3.1-Sherkala-8B-Chat: An Open Large Language Model for Kazakh Fajri Koto Rituraj Joshi Nurdaulet Mukhituly Y. Wang Zhuohan Xie ... Avraham Sheinin Natalia Vassilieva Neha Sengupta Larry Murray Preslav Nakov ALM KELM 36 0 0 03 Mar 2025
Multilingual Language Model Pretraining using Machine-translated Data Jiayi Wang Yao Lu Maurice Weber Max Ryabinin David Ifeoluwa Adelani Yihong Chen Raphael Tang Pontus Stenetorp LRM 67 2 0 20 Feb 2025
DCAD-2000: A Multilingual Dataset across 2000+ Languages with Data Cleaning as Anomaly Detection Yingli Shen Wen Lai Shuo Wang Xueren Zhang Kangyang Luo Alexander M. Fraser Maosong Sun 47 0 0 17 Feb 2025
Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language Models Sina Bagheri Nezhad Ameeta Agrawal Rhitabrat Pokharel LRM 74 2 0 17 Dec 2024
A Practical Guide to Fine-tuning Language Models with Limited Data Márton Szép Daniel Rueckert Rüdiger von Eisenhart-Rothe Florian Hinterwimmer SyDa ALM 35 2 0 14 Nov 2024
GlotCC: An Open Broad-Coverage CommonCrawl Corpus and Pipeline for Minority Languages Amir Hossein Kargaran François Yvon Hinrich Schutze VLM 26 5 0 31 Oct 2024
Troubling Taxonomies in GenAI Evaluation Glen Berman Ned Cooper Wesley Hanwen Deng Ben Hutchinson 31 0 0 30 Oct 2024
The Zeno's Paradox of `Low-Resource' Languages H. Nigatu A. Tonja Benjamin Rosman Thamar Solorio Monojit Choudhury 26 5 0 28 Oct 2024
State of NLP in Kenya: A Survey Cynthia Jayne Amol Everlyn Asiko Chimoto Rose Delilah Gesicho Antony M. Gitau Naome A. Etori ... Catherine Gitau Antony Ndolo Lilian D. A. Wanzare Albert Njoroge Kahira Ronald Tombe 16 1 0 13 Oct 2024
Data Processing for the OpenGPT-X Model Family Nicolo' Brandizzi Hammam Abdelwahab Anirban Bhowmick Lennard Helmer Benny Jörg Stein ... Georg Rehm Dennis Wegener Nicolas Flores-Herr Joachim Kohler Johannes Leveling VLM 65 2 0 11 Oct 2024
NusaMT-7B: Machine Translation for Low-Resource Indonesian Languages with Large Language Models William Tan Kevin Zhu 15 0 0 10 Oct 2024
How Transliterations Improve Crosslingual Alignment Yihong Liu Mingyang Wang Amir Hossein Kargaran Ayyoob Imani Orgest Xhelili Haotian Ye Chunlan Ma François Yvon Hinrich Schütze 23 2 0 25 Sep 2024
Exploring Multilingual Probing in Large Language Models: A Cross-Language Analysis Daoyang Li Mingyu Jin Qingcheng Zeng Mengnan Du 45 2 0 22 Sep 2024
SpeechTaxi: On Multilingual Semantic Speech Classification Lennart Keller Goran Glavaš 16 0 0 10 Sep 2024
Quality or Quantity? On Data Scale and Diversity in Adapting Large Language Models for Low-Resource Translation Vivek Iyer Bhavitvya Malik Pavel Stepachev Pinzhen Chen Barry Haddow Alexandra Birch ALM 16 3 0 23 Aug 2024
Goldfish: Monolingual Language Models for 350 Languages Tyler A. Chang Catherine Arnett Zhuowen Tu Benjamin Bergen LRM 28 4 0 19 Aug 2024
Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment Yongxin Huang Kexin Wang Goran Glavavs Iryna Gurevych 39 0 0 20 Jul 2024
A Principled Framework for Evaluating on Typologically Diverse Languages Esther Ploeger Wessel Poelman Andreas Holck Høeg-Petersen Anders Schlichtkrull Miryam de Lhoneux Johannes Bjerva 31 1 0 06 Jul 2024
Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts Chunlan Ma Yihong Liu Haotian Ye Hinrich Schütze 19 1 0 02 Jul 2024
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models Peiqin Lin André F. T. Martins Hinrich Schütze 41 2 0 29 Jun 2024
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment Orgest Xhelili Yihong Liu Hinrich Schütze 18 6 0 28 Jun 2024
Low-Resource Machine Translation through the Lens of Personalized Federated Learning Viktor Moskvoretskii N. Tupitsa Chris Biemann Samuel Horváth Eduard A. Gorbunov Irina Nikishina FedML 18 0 0 18 Jun 2024
Decoding the Diversity: A Review of the Indic AI Research Landscape Sankalp KJ Vinija Jain S. Bhaduri Tamoghna Roy Aman Chadha 34 5 0 13 Jun 2024
MINERS: Multilingual Language Models as Semantic Retrievers Genta Indra Winata Ruochen Zhang David Ifeoluwa Adelani RALM 31 5 0 11 Jun 2024
Targeted Multilingual Adaptation for Low-resource Language Families C.M. Downey Terra Blevins Dhwani Serai Dwija Parikh Shane Steinert-Threlkeld 19 0 0 20 May 2024
TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data Yihong Liu Chunlan Ma Haotian Ye Hinrich Schütze 21 2 0 16 May 2024
UCCIX: Irish-eXcellence Large Language Model Khanh-Tung Tran Barry O’Sullivan Hoang D. Nguyen 25 3 0 13 May 2024
Natural Language Processing RELIES on Linguistics Juri Opitz Shira Wein Nathan Schneider AI4CE 38 7 0 09 May 2024
XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples Peiqin Lin André F. T. Martins Hinrich Schütze RALM 39 2 0 08 May 2024
What Drives Performance in Multilingual Language Models? Sina Bagheri Nezhad Ameeta Agrawal LRM 25 9 0 29 Apr 2024
Toxicity Classification in Ukrainian Daryna Dementieva Valeriia Khylenko N. Babakov Georg Groh 14 1 0 27 Apr 2024
Modeling the Sacred: Considerations when Using Religious Texts in Natural Language Processing Ben Hutchinson 61 0 0 23 Apr 2024
Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain Iker García-Ferrero Rodrigo Agerri Aitziber Atutxa Salazar Elena Cabrio Iker de la Iglesia ... Johana Ramirez-Romero German Rigau J. M. Villa-Gonzalez S. Villata Andrea Zaninello 73 19 0 11 Apr 2024
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers Libo Qin Qiguang Chen Yuhang Zhou Zhi Chen Yinghui Li Lizi Liao Min Li Wanxiang Che Philip S. Yu LRM 47 35 0 07 Apr 2024
Large Language Model (LLM) AI text generation detection based on transformer deep learning algorithm Yuhong Mo Hao Qin Yushan Dong Ziyi Zhu Zhenglin Li DeLMO 13 40 0 06 Apr 2024
MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness Shijia Zhou Huangyan Shan Barbara Plank Robert Litschko 16 2 0 03 Apr 2024
ANGOFA: Leveraging OFA Embedding Initialization and Synthetic Data for Angolan Language Model Osvaldo Luamba Quinjica David Ifeoluwa Adelani 14 0 0 03 Apr 2024
A New Massive Multilingual Dataset for High-Performance Language Technologies Ona de Gibert Graeme Nail Nikolay Arefyev Marta Bañón Jelmer van der Linde ... Gema Ramírez-Sánchez Andrey Kutuzov S. Pyysalo Stephan Oepen Jörg Tiedemann VLM 23 20 0 20 Mar 2024
Evaluating the Elementary Multilingual Capabilities of Large Language Models with MultiQ Carolin Holtermann Paul Röttger Timm Dill Anne Lauscher ELM LRM 16 10 0 06 Mar 2024
Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? E. Razumovskaia Ivan Vulić Anna Korhonen 16 5 0 04 Mar 2024
The Hidden Space of Transformer Language Adapters Jesujoba Oluwadara Alabi Marius Mosbach Matan Eyal Dietrich Klakow Mor Geva 35 7 1 20 Feb 2024
Shallow Synthesis of Knowledge in GPT-Generated Texts: A Case Study in Automatic Related Work Composition Anna Martin-Boyle Aahan Tyagi Marti A. Hearst Dongyeop Kang 21 7 0 19 Feb 2024
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model A. Ustun Viraat Aryabumi Zheng-Xin Yong Wei-Yin Ko Daniel D'souza ... Shayne Longpre Niklas Muennighoff Marzieh Fadaee Julia Kreutzer Sara Hooker ALM ELM SyDa LRM 27 192 0 12 Feb 2024