🧑‍🔬 Who cites Stephen Mayhew

238 citations of their works from 236 papers of our library (of the 141,840 whose bibliographies we read) · 35 with a page here, the most cited first · ← Stephen Mayhew

1. From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual TransformersConference on Empirical Methods in Natural Language Processing (EMNLP)Anne Lauscher, Vinit Ravishankar, Ivan Vulić, et al.2020 · 461 citations
2. Ethical and social risks of harm from Language ModelsarXiv:2112.04359Laura Weidinger, John Mellor, Maribeth Rauh, et al.2021 · 429 citations
3. 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 · 400 citations
4. Massively Multilingual Transfer for NERAnnual Meeting of the Association for Computational Linguistics (ACL)Afshin Rahimi, Yuan Li, Trevor Cohn2019 · 328 citations
5. Choosing Transfer Languages for Cross-Lingual LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Yu-Hsiang Lin, Chian-Yu Chen, Jean Lee, et al.2019 · 314 citations
6. Challenges and Strategies in Cross-Cultural NLPAnnual Meeting of the Association for Computational Linguistics (ACL)Daniel Hershcovich, Stella Frank, Heather Lent, et al.2022 · 290 citations
7. 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 · 265 citations
8. Aya Model: An Instruction Finetuned Open-Access Multilingual Language ModelarXiv:2402.07827Ahmet Üstün, Viraat Aryabumi, Zheng-Xin Yong, et al.2024 · 245 citations
9. 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
10. End-to-End Slot Alignment and Recognition for Cross-Lingual NLUConference on Empirical Methods in Natural Language Processing (EMNLP)Weijia Xu, Batool Haider, Saab Mansour2020 · 194 citations
11. 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 · 179 citations
12. 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 · 172 citations
13. Multi-Source Cross-Lingual Model Transfer: Learning What to ShareAnnual Meeting of the Association for Computational Linguistics (ACL)Xilun Chen, Ahmed Hassan Awadallah, Hany Hassan, et al.2019 · 160 citations
14. 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 · 155 citations
15. 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 · 150 citations
16. The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual DatasetarXiv:2303.03915Hugo Laurençon, Lucile Saulnier, Thomas Wang, et al.2023 · 147 citations
17. 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
18. 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
19. 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 · 129 citations
20. 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
21. 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 · 117 citations
22. 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 · 92 citations
23. 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 · 88 citations
24. How to Adapt Your Pretrained Multilingual Model to 1600 LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Abteen Ebrahimi, Katharina Kann2021 · 86 citations
25. 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 · 85 citations
26. 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 · 85 citations
27. 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
28. 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 · 72 citations
29. English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer TooConference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL)Jason Phang, Iacer Calixto, Phu Mon Htut, et al.2020 · 70 citations
30. 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 · 69 citations
31. ANEC: An Amharic Named Entity Corpus and Transformer Based RecognizerIEEE AccessEbrahim Chekol Jibril, A. Cuneyd Tant\ug2022 · 18 citations
32. Do LLMs Judge Distantly Supervised Named Entity Labels Well? Constructing the JudgeWEL DatasetLanguage Resources and Evaluation Conference (LREC)Alistair Plum, Laura Maria Bernardy, Tharindu Ranasinghe2026 · 1 citation
33. Evaluating Machine Translation Datasets for Low-Web Data Languages: A Gendered LensFindings of the Association for Computational LinguisticsHellina Hailu Nigatu, Bethelhem Yemane Mamo, Bontu Fufa Balcha, et al.2026 · 1 citation
34. Expanding the Lexicon of Ge'ez Based African Languages: A Comparative Study of Amharic and TigrinyaHailay Kidu Teklehaymanot, Debela Desalegn Yadeta, Wolfgang Nejdl2026
35. LGSE: Lexically Grounded Subword Embedding Initialization for Low-Resource Language AdaptationLanguage Resources and Evaluation Conference (LREC)Hailay Kidu Teklehaymanot, Dren Fazlija, Wolfgang Nejdl2026

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