Who cites Bonaventure F. P. Dossou
- On the Opportunities and Risks of Foundation ModelsarXiv:2108.07258Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, et al.2021 · 3,160 citations
- Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language modelsarXiv:2206.04615 · Transactions on Machine Learning Research, May/2022, https://openreview.net/forum?id=uyTL5BvosjAarohi Srivastava, Abhinav Rastogi, Abhishek Rao, et al.2022 · 1,756 citations
- PaLM 2 Technical ReportarXiv:2305.10403Rohan Anil, Andrew M. Dai, Orhan Firat, et al.2023 · 1,000 citations
- GPT-NeoX-20B: An Open-Source Autoregressive Language ModelBigScience Episode – Workshop on Challenges & Perspectives in Creating Large Language ModelsSidney Black, Stella Biderman, Eric Hallahan, et al.2022 · 831 citations
- Ethical and social risks of harm from Language ModelsarXiv:2112.04359Laura Weidinger, John Mellor, Maribeth Rauh, et al.2021 · 456 citations
- Quality at a Glance: An Audit of Web-Crawled Multilingual DatasetsTransactions of the Association for Computational Linguistics (TACL)Julia Kreutzer, Isaac Caswell, Lisa Wang, et al.2021 · 454 citations
- The Falcon Series of Open Language ModelsarXiv:2311.16867Ebtesam Almazrouei, Hamza Alobeidli, Abdulaziz Alshamsi, et al.2023 · 443 citations
- A Survey on Recent Approaches for Natural Language Processing in Low-Resource ScenariosConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Michael A. Hedderich, Lukas Lange, Heike Adel, et al.2021 · 401 citations
- The GEM Benchmark: Natural Language Generation, its Evaluation and MetricsWorkshop on Generation, Evaluation and Metrics (GEM)Sebastian Gehrmann, Tosin Adewumi, Karmanya Aggarwal, et al.2021 · 369 citations
- Datasets: A Community Library for Natural Language ProcessingarXiv:2109.02846Quentin Lhoest, Albert Villanova del Moral, Yacine Jernite, et al.2021 · 368 citations
- Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic LanguagesTransactions of the Association for Computational Linguistics (TACL)Gowtham Ramesh, Sumanth Doddapaneni, Aravinth Bheemaraj, et al.2022 · 307 citations
- Challenges and Strategies in Cross-Cultural NLPAnnual Meeting of the Association for Computational Linguistics (ACL)Daniel Hershcovich, Stella Frank, Heather Lent, et al.2022 · 292 citations
- MEGA: Multilingual Evaluation of Generative AIarXiv:2303.12528Kabir Ahuja, Harshita Diddee, Rishav Hada, et al.2023 · 285 citations
- XTREME-R: Towards More Challenging and Nuanced Multilingual EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP)Sebastian Ruder, Noah Constant, Jan Botha, et al.2021 · 281 citations
- Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced LanguagesWorkshop on Multilingual Representation LearningKelechi Ogueji, Yuxin Zhu, Jimmy Lin2021 · 266 citations
- The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language VariantsAnnual Meeting of the Association for Computational Linguistics (ACL)Lucas Bandarkar, Davis Liang, Benjamin Muller, et al.2023 · 262 citations
- Aya Model: An Instruction Finetuned Open-Access Multilingual Language ModelarXiv:2402.07827Ahmet Üstün, Viraat Aryabumi, Zheng-Xin Yong, et al.2024 · 253 citations
- NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each BenchmarkFindings of the Association for Computational LinguisticsOscar Sainz, Jon Campos, Iker García-Ferrero, et al.2023 · 250 citations
- In-context Examples Selection for Machine TranslationFindings of the Association for Computational LinguisticsSweta Agrawal, Chunting Zhou, Mike Lewis, et al.2023 · 243 citations
- MADLAD-400: A Multilingual And Document-Level Large Audited DatasetConference on Neural Information Processing Systems (NeurIPS)Sneha Kudugunta, Isaac Caswell, Biao Zhang, et al.2023 · 213 citations
- Aya Dataset: An Open-Access Collection for Multilingual Instruction TuningAnnual Meeting of the Association for Computational Linguistics (ACL)Shivalika Singh, Freddie Vargus, Daniel D'souza, et al.2024 · 207 citations
- mGPT: Few-Shot Learners Go MultilingualarXiv:2204.07580Oleh Shliazhko, Alena Fenogenova, Maria Tikhonova, et al.2022 · 203 citations
- AraT5: Text-to-Text Transformers for Arabic Language GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)El Moatez Billah Nagoudi, AbdelRahim Elmadany, Muhammad Abdul-Mageed2022 · 201 citations
- IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian LanguagesarXiv:2305.16307Jay Gala, Pranjal A. Chitale, Raghavan AK, et al.2023 · 200 citations
- Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-TuningInternational Conference on Computational Linguistics (COLING)Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, et al.2022 · 195 citations
- Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL)Shivalika Singh, Angelika Romanou, Clémentine Fourrier, et al.2025 · 182 citations
- CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 LanguagesLanguage Resources and Evaluation Conference (LREC)Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, et al.2023 · 181 citations
- Do All Languages Cost the Same? Tokenization in the Era of Commercial Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Orevaoghene Ahia, Sachin Kumar, Hila Gonen, et al.2023 · 174 citations
- Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Sumanth Doddapaneni, Rahul Aralikatte, Gowtham Ramesh, et al.2023 · 174 citations
- Lifting the Curse of Multilinguality by Pre-training Modular TransformersConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jonas Pfeiffer, Naman Goyal, Xi Victoria Lin, et al.2022 · 174 citations
- A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)David Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, et al.2022 · 157 citations
- Towards a Cleaner Document-Oriented Multilingual Crawled CorpusLanguage Resources and Evaluation Conference (LREC)Julien Abadji, Pedro Ortiz Suarez, Laurent Romary, et al.2022 · 156 citations
- MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP)David Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, et al.2022 · 151 citations
- MedGemma Technical ReportarXiv:2507.05201Andrew Sellergren, Sahar Kazemzadeh, Tiam Jaroensri, et al.2025 · 150 citations
- The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual DatasetarXiv:2303.03915Hugo Laurençon, Lucile Saulnier, Thomas Wang, et al.2023 · 150 citations
- Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL)Nuno M. Guerreiro, Elena Voita, André Martins2023 · 149 citations
- Efficient Methods for Natural Language Processing: A SurveyTransactions of the Association for Computational Linguistics (TACL)Marcos Treviso, Ji-Ung Lee, Tianchu Ji, et al.2023 · 145 citations
- AfriSenti: A Twitter Sentiment Analysis Benchmark for African LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP)Shamsuddeen Hassan Muhammad, Idris Abdulmumin, Abinew Ali Ayele, et al.2023 · 143 citations
- Extracting Latent Steering Vectors from Pretrained Language ModelsFindings of the Association for Computational LinguisticsNishant Subramani, Nivedita Suresh, Matthew Peters2022 · 137 citations
- SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and DialectsarXiv:2309.07445David Ifeoluwa Adelani, Hannah Liu, Xiaoyu Shen, et al.2023 · 135 citations
- NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local LanguagesConference of the European Chapter of the Association for Computational Linguistics (EACL)Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, et al.2023 · 130 citations
- You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual SettingsBigScience Episode – Workshop on Challenges & Perspectives in Creating Large Language ModelsZeerak Talat, Aurélie Névéol, Stella Biderman, et al.2022 · 130 citations
- MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual TransferFindings of the Association for Computational LinguisticsAlan Ansell, Edoardo Maria Ponti, Jonas Pfeiffer, et al.2021 · 130 citations
- Bitext Mining Using Distilled Sentence Representations for Low-Resource LanguagesFindings of the Association for Computational LinguisticsKevin Heffernan, Onur Çelebi, Holger Schwenk2022 · 127 citations
- NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment AnalysisLanguage Resources and Evaluation Conference (LREC)Shamsuddeen Hassan Muhammad, David Ifeoluwa Adelani, Sebastian Ruder, et al.2022 · 127 citations
- XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Davis Liang, Hila Gonen, Yuning Mao, et al.2023 · 120 citations
- GlotLID: Language Identification for Low-Resource LanguagesFindings of the Association for Computational LinguisticsAmir Hossein Kargaran, Ayyoob Imani, François Yvon, et al.2023 · 116 citations
- What's in the Box? An Analysis of Undesirable Content in the Common Crawl CorpusAnnual Meeting of the Association for Computational Linguistics (ACL)Alexandra Luccioni, Joseph Viviano2021 · 111 citations
- A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & ToxicityarXiv:2305.13169Shayne Longpre, Gregory Yauney, Emily Reif, et al.2023 · 104 citations
- MMTEB: Massive Multilingual Text Embedding BenchmarkarXiv:2502.13595Kenneth Enevoldsen, Isaac Chung, Imene Kerboua, et al.2025 · 103 citations
- BLOOM+1: Adding Language Support to BLOOM for Zero-Shot PromptingAnnual Meeting of the Association for Computational Linguistics (ACL)Zheng Xin Yong, Hailey Schoelkopf, Niklas Muennighoff, et al.2023 · 102 citations
- A Survey on Data Selection for Language ModelsarXiv:2402.16827Alon Albalak, Yanai Elazar, Sang Michael Xie, et al.2024 · 95 citations
- NLPositionality: Characterizing Design Biases of Datasets and ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Sebastin Santy, Jenny Liang, Ronan Le Bras, et al.2023 · 95 citations
- LLMs Are Few-Shot In-Context Low-Resource Language LearnersConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Samuel Cahyawijaya, Holy Lovenia, Pascale Fung2024 · 93 citations
- Foundational Challenges in Assuring Alignment and Safety of Large Language ModelsarXiv:2404.09932Usman Anwar, Abulhair Saparov, Javier Rando, et al.2024 · 87 citations
- When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP)Tyler A. Chang, Catherine Arnett, Zhuowen Tu, et al.2024 · 87 citations
- BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual TransferConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Akari Asai, Sneha Kudugunta, Xinyan Yu, et al.2024 · 86 citations
- NL-Augmenter: A Framework for Task-Sensitive Natural Language AugmentationNorthern European Journal of Language TechnologyKaustubh Dhole, Varun Gangal, Sebastian Gehrmann, et al.2023 · 86 citations
- ORCA: A Challenging Benchmark for Arabic Language UnderstandingFindings of the Association for Computational LinguisticsAbdelRahim Elmadany, ElMoatez Billah Nagoudi, Muhammad Abdul-Mageed2023 · 83 citations
- MasakhaNEWS: News Topic Classification for African languagesInternational Joint Conference on Natural Language Processing (IJCNLP)David Ifeoluwa Adelani, Marek Masiak, Israel Abebe Azime, et al.2023 · 81 citations
- Multilingual Large Language Model: A Survey of Resources, Taxonomy and FrontiersarXiv:2404.04925Libo Qin, Qiguang Chen, Yuhang Zhou, et al.2024 · 75 citations
- Expanding Pretrained Models to Thousands More Languages via Lexicon-based AdaptationAnnual Meeting of the Association for Computational Linguistics (ACL)Xinyi Wang, Sebastian Ruder, Graham Neubig2022 · 73 citations
- IrokoBench: A New Benchmark for African Languages in the Age of Large Language ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)David Ifeoluwa Adelani, Jessica Ojo, Israel Abebe Azime, et al.2025 · 70 citations
- FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Konstantin Dobler, Gerard de Melo2023 · 62 citations
- An Open Dataset and Model for Language IdentificationAnnual Meeting of the Association for Computational Linguistics (ACL)Laurie Burchell, Alexandra Birch, Nikolay Bogoychev, et al.2023 · 60 citations
- A New Massive Multilingual Dataset for High-Performance Language TechnologiesLanguage Resources and Evaluation Conference (LREC)Ona de Gibert, Graeme Nail, Nikolay Arefyev, et al.2024 · 57 citations
- SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP)Holy Lovenia, Rahmad Mahendra, Salsabil Maulana Akbar, et al.2024 · 54 citations
- IndicLLMSuite: A Blueprint for Creating Pre-training and Fine-Tuning Datasets for Indian LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Mohammed Safi Ur Rahman Khan, Priyam Mehta, Ananth Sankar, et al.2024 · 48 citations
- Casablanca: Data and Models for Multidialectal Arabic Speech RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP)Bashar Talafha, Karima Kadaoui, Samar Mohamed Magdy, et al.2024 · 45 citations
- Lost in Translation: Large Language Models in Non-English Content AnalysisarXiv:2306.07377Gabriel Nicholas, Aliya Bhatia2023 · 45 citations
- Breaking the Curse of Multilinguality with Cross-lingual Expert Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Terra Blevins, Tomasz Limisiewicz, Suchin Gururangan, et al.2024 · 42 citations
- The ROOTS Search Tool: Data Transparency for LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Aleksandra Piktus, Christopher Akiki, Paulo Villegas, et al.2023 · 42 citations
- The MiniPile Challenge for Data-Efficient Language ModelsarXiv:2304.08442Jean Kaddour2023 · 41 citations
- Pre-training Data Quality and Quantity for a Low-Resource Language: New Corpus and BERT Models for MalteseProceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language ProcessingKurt Micallef, Albert Gatt, Marc Tanti, et al.2022 · 41 citations
- On the Diversity of Synthetic Data and its Impact on Training Large Language ModelsarXiv:2410.15226Hao Chen, Abdul Waheed, Xiang Li, et al.2024 · 35 citations
- MYTE: Morphology-Driven Byte Encoding for Better and Fairer Multilingual Language ModelingAnnual Meeting of the Association for Computational Linguistics (ACL)Tomasz Limisiewicz, Terra Blevins, Hila Gonen, et al.2024 · 30 citations
- TyDiP: A Dataset for Politeness Classification in Nine Typologically Diverse LanguagesFindings of the Association for Computational LinguisticsAnirudh Srinivasan, Eunsol Choi2022 · 29 citations
- Low-Resource Machine Translation through Retrieval-Augmented LLM Prompting: A Study on the Mambai LanguageLanguage Resources and Evaluation Conference (LREC)Raphael Merx, Aso Mahmudi, Katrina Langford, et al.2024 · 27 citations
- An Expanded Massive Multilingual Dataset for High-Performance Language Technologies (HPLT)Annual Meeting of the Association for Computational Linguistics (ACL)Laurie Burchell, Ona de Gibert, Nikolay Arefyev, et al.2025 · 23 citations
- AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark DatasetAnnual Meeting of the Association for Computational Linguistics (ACL)Charles Nimo, Tobi Olatunji, Abraham Toluwase Owodunni, et al.2025 · 22 citations
- Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine TranslationarXiv:2303.15265Alex Jones, Isaac Caswell, Ishank Saxena, et al.2023 · 22 citations
- InstructAlign: High-and-Low Resource Language Alignment via Continual Crosslingual Instruction TuningarXiv:2305.13627Samuel Cahyawijaya, Holy Lovenia, Tiezheng Yu, et al.2023 · 22 citations
- ANEC: An Amharic Named Entity Corpus and Transformer Based RecognizerIEEE AccessEbrahim Chekol Jibril, A. Cuneyd Tant\ug2022 · 18 citations
- Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog SystemsTransactions of the Association for Computational Linguistics (TACL)Songbo Hu, Han Zhou, Mete Hergul, et al.2023 · 17 citations
- Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet?Transactions of the Association for Computational Linguistics (TACL)Evgeniia Razumovskaia, Ivan Vulić, Anna Korhonen2025 · 15 citations
- URIEL+: Enhancing Linguistic Inclusion and Usability in a Typological and Multilingual Knowledge BaseInternational Conference on Computational Linguistics (COLING)Aditya Khan, Mason Shipton, David Anugraha, et al.2025 · 15 citations
- AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data FiltersAnnual Meeting of the Association for Computational Linguistics (ACL)Li Lucy, Suchin Gururangan, Luca Soldaini, et al.2024 · 15 citations
- Alignment at Pre-training! Towards Native Alignment for Arabic LLMsConference on Neural Information Processing Systems (NeurIPS)Juhao Liang, Zhenyang Cai, Jianqing Zhu, et al.2024 · 14 citations
- AFRIDOC-MT: Document-level MT Corpus for African LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP)Jesujoba Oluwadara Alabi, Israel Abebe Azime, Miaoran Zhang, et al.2025 · 13 citations
- Parity-Aware Byte-Pair Encoding: Improving Cross-lingual Fairness in TokenizationAnnual Meeting of the Association for Computational Linguistics (ACL)Negar Foroutan, Clara Meister, Debjit Paul, et al.2026 · 12 citations
- Multilingual Arbitrage: Optimizing Data Pools to Accelerate Multilingual ProgressarXiv:2408.14960Ayomide Odumakinde, Daniel D'souza, Pat Verga, et al.2024 · 12 citations
- Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and BeyondConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mardhiyah Sanni, Tassallah Abdullahi, Devendra Deepak Kayande, et al.2025 · 11 citations
- Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative DatasetsFindings of the Association for Computational LinguisticsIsrael Abebe Azime, Atnafu Lambebo Tonja, Tadesse Destaw Belay, et al.2024 · 11 citations
- Corpus-Guided Contrast Sets for Morphosyntactic Feature Detection in Low-Resource English VarietiesWorkshop on NLP Applications to Field LinguisticsTessa Masis, Anissa Neal, Lisa Green, et al.2022 · 10 citations
- Beyond Arabic: Software for Perso-Arabic Script ManipulationArabic Natural Language Processing Workshop (WANLP)Alexander Gutkin, Cibu Johny, Raiomond Doctor, et al.2022 · 8 citations
- TLUE: A Tibetan Language Understanding Evaluation BenchmarkConference on Empirical Methods in Natural Language Processing (EMNLP)Fan Gao, Cheng Huang, Yutong Liu, et al.2025 · 7 citations
- How Good is Your Wikipedia? Auditing Data Quality for Low-resource and Multilingual NLPAnnual Meeting of the Association for Computational Linguistics (ACL)Kushal Tatariya, Artur Kulmizev, Wessel Poelman, et al.2026 · 6 citations
- Designing Speech Technologies for Australian Aboriginal English: Opportunities, Risks and ParticipationACM Conference on Fairness, Accountability, and Transparency (FAccT)Ben Hutchinson, Celeste Rodriguez Louro, Glenys Collard, et al.2025 · 6 citations
- MedAraBench: Large-Scale Arabic Medical Question Answering Dataset and BenchmarkarXiv:2602.01714Mouath Abu-Daoud, Leen Kharouf, Omar El Hajj, et al.2026 · 5 citations
- Paramanu: Compact and Competitive Monolingual Language Models for Low-Resource Morphologically Rich Indian LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Mitodru Niyogi, Eric Gaussier, Arnab Bhattacharya2026 · 5 citations
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