Title
ReLI: A Language-Agnostic Approach to Human-Robot Interaction Linus Nwankwo Bjoern Ellensohn Ozan Özdenizci Elmar Rueckert LM&Ro 69 0 0 03 May 2025
A Survey on Parameter-Efficient Fine-Tuning for Foundation Models in Federated Learning Jieming Bian Yuanzhe Peng Lei Wang Yin Huang Jie Xu FedML 65 0 0 29 Apr 2025
Command R7B Arabic: A Small, Enterprise Focused, Multilingual, and Culturally Aware Arabic LLM Yazeed Alnumay Alexandre Barbet Anna Bialas William Darling Shaan Desai ... Stephanie Howe Olivia Lasche Justin Lee Anirudh Shrinivason Jennifer Tracey 94 0 0 18 Mar 2025
TLUE: A Tibetan Language Understanding Evaluation Benchmark Fan Gao Cheng Huang Nyima Tashi Xiangxiang Wang Thupten Tsering ... Gadeng Luosang Rinchen Dongrub Dorje Tashi Xiao Feng Yongbin Yu ELM 84 2 0 15 Mar 2025
LAG-MMLU: Benchmarking Frontier LLM Understanding in Latvian and Giriama Naome A. Etori Kevin Lu Randu Karisa Arturs Kanepajs LRM ELM 199 0 0 14 Mar 2025
EuroBERT: Scaling Multilingual Encoders for European Languages Nicolas Boizard Hippolyte Gisserot-Boukhlef Duarte M. Alves André F. T. Martins Ayoub Hammal ... Maxime Peyrard Nuno M. Guerreiro Patrick Fernandes Ricardo Rei Pierre Colombo 161 1 0 07 Mar 2025
Where Are We? Evaluating LLM Performance on African Languages Ife Adebara Hawau Olamide Toyin Nahom Tesfu Ghebremichael AbdelRahim Elmadany Muhammad Abdul-Mageed 57 0 0 26 Feb 2025
NusaAksara: A Multimodal and Multilingual Benchmark for Preserving Indonesian Indigenous Scripts Muhammad Farid Adilazuarda M. Wijanarko Lucky Susanto Khumaisa Nuráini Derry Wijaya Alham Fikri Aji 52 0 0 25 Feb 2025
IndicMMLU-Pro: Benchmarking Indic Large Language Models on Multi-Task Language Understanding Sankalp KJ Ashutosh Kumar Laxmaan Balaji Nikunj Kotecha Vinija Jain Aman Chadha S. Bhaduri ELM 186 1 0 27 Jan 2025
SailCompass: Towards Reproducible and Robust Evaluation for Southeast Asian Languages Jia Guo Longxu Dou Guangtao Zeng Stanley Kok Wei Lu Qian Liu ELM LRM 83 1 0 02 Dec 2024
ChemTEB: Chemical Text Embedding Benchmark, an Overview of Embedding Models Performance & Efficiency on a Specific Domain Ali Shiraee Kasmaee Mohammad Khodadad Mohammad Arshi Saloot Nick Sherck Stephen Dokas H. Mahyar Soheila Samiee ELM 224 0 0 30 Nov 2024
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge Angelika Romanou Negar Foroutan Anna Sotnikova Zeming Chen Sree Harsha Nelaturu ... Mike Zhang Imanol Schlag Marzieh Fadaee Sara Hooker Antoine Bosselut ELM 113 6 0 29 Nov 2024
USTCCTSU at SemEval-2024 Task 1: Reducing Anisotropy for Cross-lingual Semantic Textual Relatedness Task Jianjian Li Shengwei Liang Yong Liao Hongping Deng Haiyang Yu 68 2 0 28 Nov 2024
LLäMmlein: Compact and Competitive German-Only Language Models from Scratch Jan Pfister Julia Wunderle Andreas Hotho 25 1 0 17 Nov 2024
Delta: A Cloud-assisted Data Enrichment Framework for On-Device Continual Learning Chen Gong Zhenzhe Zheng Fan Wu Xiaofeng Jia Guihai Chen LMTD FedML 39 2 0 24 Oct 2024
VL-GLUE: A Suite of Fundamental yet Challenging Visuo-Linguistic Reasoning Tasks Shailaja Keyur Sampat Mutsumi Nakamura Shankar Kailas Kartik Aggarwal Mandy Zhou Yezhou Yang Chitta Baral MLLM CoGe ReLM VLM LRM 37 0 0 17 Oct 2024
XTRUST: On the Multilingual Trustworthiness of Large Language Models Yahan Li Yi Wang Yi-Ju Chang Yuan Wu HILM LRM 34 0 0 24 Sep 2024
AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMs Basel Mousi Nadir Durrani Fatema Ahmad Md. Arid Hasan Maram Hasanain Tameem Kabbani Fahim Dalvi Shammur A. Chowdhury Firoj Alam 51 8 0 17 Sep 2024
SpeciaLex: A Benchmark for In-Context Specialized Lexicon Learning Joseph Marvin Imperial Harish Tayyar Madabushi 46 1 0 18 Jul 2024
Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models Nikhil Sharma Kenton Murray Ziang Xiao 58 1 0 07 Jul 2024
Multilingual Trolley Problems for Language Models Zhijing Jin Sydney Levine Max Kleiman-Weiner Giorgio Piatti Jiarui Liu ... András Strausz Mrinmaya Sachan Rada Mihalcea Yejin Choi Bernhard Schölkopf LRM 53 5 0 02 Jul 2024
PARIKSHA : A Large-Scale Investigation of Human-LLM Evaluator Agreement on Multilingual and Multi-Cultural Data Ishaan Watts Varun Gumma Aditya Yadavalli Vivek Seshadri Manohar Swaminathan Sunayana Sitaram ELM 51 9 0 21 Jun 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
Prefix Text as a Yarn: Eliciting Non-English Alignment in Foundation Language Model Runzhe Zhan Xinyi Yang Derek F. Wong Lidia S. Chao Yue Zhang 58 6 0 25 Apr 2024
Translation of Multifaceted Data without Re-Training of Machine Translation Systems Hyeonseok Moon Seungyoon Lee Seongtae Hong Seungjun Lee Chanjun Park Heu-Jeoung Lim 28 0 0 25 Apr 2024
TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages Aleksei Dorkin Kairit Sirts 32 1 0 19 Apr 2024
From Form(s) to Meaning: Probing the Semantic Depths of Language Models Using Multisense Consistency Xenia Ohmer Elia Bruni Dieuwke Hupkes AI4CE 39 6 0 18 Apr 2024
PORTULAN ExtraGLUE Datasets and Models: Kick-starting a Benchmark for the Neural Processing of Portuguese T. Osório Bernardo Leite Henrique Lopes Cardoso Luís Gomes João Rodrigues Rodrigo Santos António Branco 35 3 0 08 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
MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness Shijia Zhou Huangyan Shan Barbara Plank Robert Litschko 48 2 0 03 Apr 2024
Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning? Shaoxiong Ji Timothee Mickus Vincent Segonne Jörg Tiedemann CLL 42 3 0 25 Mar 2024
VLUE: A New Benchmark and Multi-task Knowledge Transfer Learning for Vietnamese Natural Language Understanding Phong Nguyen-Thuan Do Son Quoc Tran Phu Gia Hoang Kiet Van Nguyen Ngan Luu-Thuy Nguyen ELM 50 3 0 23 Mar 2024
DIALECTBENCH: A NLP Benchmark for Dialects, Varieties, and Closely-Related Languages Fahim Faisal Orevaoghene Ahia Aarohi Srivastava Kabir Ahuja David Chiang Yulia Tsvetkov Antonios Anastasopoulos 64 27 0 16 Mar 2024
CLIcK: A Benchmark Dataset of Cultural and Linguistic Intelligence in Korean Eunsu Kim Juyoung Suk Philhoon Oh Haneul Yoo James Thorne Alice Oh ELM 75 15 0 11 Mar 2024
Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs Arijit Nag Animesh Mukherjee Niloy Ganguly Soumen Chakrabarti 46 2 0 08 Mar 2024
A Measure for Transparent Comparison of Linguistic Diversity in Multilingual NLP Data Sets Tanja Samardzic Ximena Gutierrez-Vasques Christian Bentz Steven Moran Olga Pelloni 37 4 0 06 Mar 2024
Evaluating the Elementary Multilingual Capabilities of Large Language Models with MultiQ Carolin Holtermann Paul Röttger Timm Dill Anne Lauscher ELM LRM 40 22 0 06 Mar 2024
Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: a Survey Dinh-Viet-Toan Le Louis Bigo Mikaela Keller Dorien Herremans MedIm 32 9 0 27 Feb 2024
$C^3$ : Confidence Calibration Model Cascade for Inference-Efficient Cross-Lingual Natural Language Understanding Taixi Lu Haoyu Wang Huajie Shao Jing Gao Huaxiu Yao 35 0 0 25 Feb 2024
ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic Fajri Koto Haonan Li Sara Shatnawi Jad Doughman Abdelrahman Boda Sadallah ... Neha Sengupta Shady Shehata Nizar Habash Preslav Nakov Timothy Baldwin ELM LRM 80 31 0 20 Feb 2024
On the importance of Data Scale in Pretraining Arabic Language Models Abbas Ghaddar Philippe Langlais Mehdi Rezagholizadeh Boxing Chen 27 0 0 15 Jan 2024
TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models Yihong Liu Chunlan Ma Haotian Ye Hinrich Schütze 33 1 0 12 Jan 2024
Cheetah: Natural Language Generation for 517 African Languages Ife Adebara AbdelRahim Elmadany Muhammad Abdul-Mageed 29 4 0 02 Jan 2024
ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems Jon Saad-Falcon Omar Khattab Christopher Potts Matei A. Zaharia RALM 30 106 0 16 Nov 2023
MELA: Multilingual Evaluation of Linguistic Acceptability Ziyin Zhang Yikang Liu Wei Huang Junyu Mao Rui Wang Hai Hu 30 3 0 15 Nov 2023
On the Analysis of Cross-Lingual Prompt Tuning for Decoder-based Multilingual Model Nohil Park Joonsuk Park Kang Min Yoo Sungroh Yoon 36 3 0 14 Nov 2023
XFEVER: Exploring Fact Verification across Languages Yi-Chen Chang Canasai Kruengkrai Junichi Yamagishi HILM 18 3 0 25 Oct 2023
The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages Chiyu Zhang Khai Duy Doan Qisheng Liao Muhammad Abdul-Mageed 36 6 0 23 Oct 2023
Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Guanghua Wang Weili Wu AI4TS AILaw 38 3 0 13 Oct 2023
Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU Fajri Koto Nurul Aisyah Haonan Li Timothy Baldwin AI4Ed LRM ELM 32 37 0 07 Oct 2023