Title
LAG-MMLU: Benchmarking Frontier LLM Understanding in Latvian and Giriama Naome A. Etori Kevin Lu Randu Karisa Arturs Kanepajs LRM ELM 202 0 0 14 Mar 2025
NaijaNLP: A Survey of Nigerian Low-Resource Languages Isa Inuwa-Dutse 44 0 0 27 Feb 2025
Beyond Release: Access Considerations for Generative AI Systems Irene Solaiman Rishi Bommasani Dan Hendrycks Ariel Herbert-Voss Yacine Jernite Aviya Skowron Andrew Trask 74 1 0 23 Feb 2025
RideKE: Leveraging Low-Resource, User-Generated Twitter Content for Sentiment and Emotion Detection in Kenyan Code-Switched Dataset Naome A. Etori Maria Gini 81 2 0 10 Feb 2025
A Multi-way Parallel Named Entity Annotated Corpus for English, Tamil and Sinhala Surangika Ranathunga Asanka Ranasinghea Janaka Shamala Ayodya Dandeniyaa Rashmi Galappaththia Malithi Samaraweeraa 76 0 0 03 Dec 2024
EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language Models Shaoxiong Ji Zihao Li Indraneil Paul Jaakko Paavola Peiqin Lin ... Dayyán O'Brien Hengyu Luo Hinrich Schütze Jörg Tiedemann Barry Haddow CLL 43 3 0 26 Sep 2024
A Perspective on Literary Metaphor in the Context of Generative AI Imke van Heerden Anil Bas 25 1 0 02 Sep 2024
SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language Models Vipul Rathore Aniruddha Deb Ankish Chandresh Parag Singla Mausam LRM 52 0 0 27 Jun 2024
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages Holy Lovenia Rahmad Mahendra Salsabil Maulana Akbar Lester James V. Miranda Jennifer Santoso ... Genta Indra Winata Ruochen Zhang Fajri Koto Zheng-Xin Yong Samuel Cahyawijaya 95 9 0 14 Jun 2024
IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models David Ifeoluwa Adelani Jessica Ojo Israel Abebe Azime Jian Yun Zhuang Jesujoba Oluwadara Alabi ... Salomey Osei Sokhar Samb Tadesse Kebede Guge Pontus Stenetorp Pontus Stenetorp ELM 65 7 0 05 Jun 2024
ParaNames 1.0: Creating an Entity Name Corpus for 400+ Languages using Wikidata Jonne Saleva Constantine Lignos CVBM 34 2 0 15 May 2024
Unknown Script: Impact of Script on Cross-Lingual Transfer Wondimagegnhue Tufa Ilia Markov Piek Vossen 45 0 0 29 Apr 2024
ANGOFA: Leveraging OFA Embedding Initialization and Synthetic Data for Angolan Language Model Osvaldo Luamba Quinjica David Ifeoluwa Adelani 46 0 0 03 Apr 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
Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems Songbo Hu Han Zhou Mete Hergul Milan Gritta Guchun Zhang Ignacio Iacobacci Ivan Vulić Anna Korhonen 36 10 0 26 Jul 2023
Improving Language Plasticity via Pretraining with Active Forgetting Yihong Chen Kelly Marchisio Roberta Raileanu David Ifeoluwa Adelani Pontus Stenetorp Sebastian Riedel Mikel Artetx KELM AI4CE CLL 30 24 0 03 Jul 2023
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer Akari Asai Sneha Kudugunta Xinyan Velocity Yu Terra Blevins Hila Gonen Machel Reid Yulia Tsvetkov Sebastian Ruder Hannaneh Hajishirzi 44 54 0 24 May 2023
LLM-powered Data Augmentation for Enhanced Cross-lingual Performance Chenxi Whitehouse Monojit Choudhury Alham Fikri Aji SyDa LRM 32 68 0 23 May 2023
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African Languages Cheikh M. Bamba Dione David Ifeoluwa Adelani Peter Nabende Jesujoba Oluwadara Alabi Thapelo Sindane ... Seydou T. Traoré C. Uchechukwu Aliyu Yusuf M. Abdullahi Dietrich Klakow 27 13 0 23 May 2023
PrOnto: Language Model Evaluations for 859 Languages Luke Gessler 21 1 0 22 May 2023
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages Sebastian Ruder J. Clark Alexander Gutkin Mihir Kale Min Ma ... Dan Garrette R. Ingle Melvin Johnson Dmitry Panteleev Partha P. Talukdar ELM 26 38 0 19 May 2023
How Good are Commercial Large Language Models on African Languages? Jessica Ojo Kelechi Ogueji 26 5 0 11 May 2023
Low-Resourced Machine Translation for Senegalese Wolof Language Derguene Mbaye Moussa Diallo T. Diop 27 4 0 01 May 2023
MasakhaNEWS: News Topic Classification for African languages David Ifeoluwa Adelani Marek Masiak Israel Abebe Azime Jesujoba Oluwadara Alabi A. Tonja ... Moges Ahmed Mehamed Evrard Ngabire Jules Jules Ivan Ssenkungu Pontus Stenetorp 28 24 0 19 Apr 2023
SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval) Shamsuddeen Hassan Muhammad Idris Abdulmumin Seid Muhie Yimam David Ifeoluwa Adelani I. Ahmad N. Ousidhoum A. Ayele Saif M. Mohammad Meriem Beloucif Sebastian Ruder 38 67 0 13 Apr 2023
AfroDigits: A Community-Driven Spoken Digit Dataset for African Languages Chris C. Emezue Sanchit Gandhi Lewis Tunstall Abubakar Abid Josh Meyer ... Douwe Kiela Yacine Jernite Julien Chaumond Merve Noyan Omar Sanseviero 33 2 0 22 Mar 2023
MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue Nikita Moghe E. Razumovskaia Liane Guillou Ivan Vulić Anna Korhonen Alexandra Birch 40 13 0 20 Dec 2022
NusaCrowd: Open Source Initiative for Indonesian NLP Resources Samuel Cahyawijaya Holy Lovenia Alham Fikri Aji Genta Indra Winata Bryan Wilie ... Timothy Baldwin Sebastian Ruder Herry Sujaini S. Sakti Ayu Purwarianti 39 48 0 19 Dec 2022
Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources Xinyan Velocity Yu Akari Asai Trina Chatterjee Junjie Hu Eunsol Choi 29 21 0 28 Nov 2022
High-Resource Methodological Bias in Low-Resource Investigations Maartje ter Hoeve David Grangier Natalie Schluter 33 2 0 14 Nov 2022
Intriguing Properties of Compression on Multilingual Models Kelechi Ogueji Orevaoghene Ahia Gbemileke Onilude Sebastian Gehrmann Sara Hooker Julia Kreutzer 21 12 0 04 Nov 2022
TaTa: A Multilingual Table-to-Text Dataset for African Languages Sebastian Gehrmann Sebastian Ruder Vitaly Nikolaev Jan A. Botha Michael Chavinda Ankur P. Parikh Clara E. Rivera LMTD 27 10 0 31 Oct 2022
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages Idris Abdulmumin Michael Beukman Jesujoba Oluwadara Alabi Chris C. Emezue Everlyn Asiko ... Shamsuddeen Hassan Muhammad Mofetoluwa Adeyemi Oreen Yousuf Sahib Singh T. Gwadabe 34 7 0 19 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 127 94 0 06 Oct 2022
Parameter-Efficient Finetuning for Robust Continual Multilingual Learning Kartikeya Badola Shachi Dave Partha P. Talukdar CLL KELM 39 7 0 14 Sep 2022
ANEC: An Amharic Named Entity Corpus and Transformer Based Recognizer Ebrahim Chekol Jibril A. C. Tantuğ 35 7 0 02 Jul 2022
Ancestor-to-Creole Transfer is Not a Walk in the Park Heather Lent Emanuele Bugliarello Anders Søgaard 11 8 0 09 Jun 2022
Resolving the Human Subjects Status of Machine Learning's Crowdworkers Divyansh Kaushik Zachary Chase Lipton A. London 25 2 0 08 Jun 2022
KenSwQuAD -- A Question Answering Dataset for Swahili Low Resource Language B. Wanjawa Lilian D. A. Wanzare F. Indede Owen McOnyango Lawrence Muchemi Edward Ombui 39 19 0 04 May 2022
yosm: A new yoruba sentiment corpus for movie reviews Iyanuoluwa Shode David Ifeoluwa Adelani Anna Feldman 36 16 0 20 Apr 2022
MMTAfrica: Multilingual Machine Translation for African Languages Chris C. Emezue Bonaventure F. P. Dossou 27 24 0 08 Apr 2022
Challenges and Strategies in Cross-Cultural NLP Daniel Hershcovich Stella Frank Heather Lent Miryam de Lhoneux Mostafa Abdou ... Ruixiang Cui Constanza Fierro Katerina Margatina Phillip Rust Anders Søgaard 43 164 0 18 Mar 2022
Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation Xinyi Wang Sebastian Ruder Graham Neubig 39 60 0 17 Mar 2022
NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment Analysis Shamsuddeen Hassan Muhammad David Ifeoluwa Adelani Sebastian Ruder I. Ahmad Idris Abdulmumin ... Chris C. Emezue Saheed Abdul Anuoluwapo Aremu Alipio Jeorge P. Brazdil 45 96 0 20 Jan 2022
Dataset Geography: Mapping Language Data to Language Users Fahim Faisal Yinkai Wang Antonios Anastasopoulos 69 23 0 07 Dec 2021
On Language Models for Creoles Heather Lent Emanuele Bugliarello Miryam de Lhoneux Chen Qiu Anders Søgaard 39 20 0 13 Sep 2021
SeqScore: Addressing Barriers to Reproducible Named Entity Recognition Evaluation Chester Palen-Michel Nolan Holley Constantine Lignos 27 12 0 29 Jul 2021
CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation J. Clark Dan Garrette Iulia Turc John Wieting 36 210 0 11 Mar 2021