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Who cites Telmo Pessoa Pires

956 citations of their works from 940 papers of our library (of the 149,439 whose bibliographies we read) · 146 with a page here, the most cited first · page 1 of 2 · 1–100 · ← Telmo Pessoa Pires

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  1. Unsupervised Cross-lingual Representation Learning at ScaleAnnual Meeting of the Association for Computational Linguistics (ACL)Alexis Conneau, Kartikay Khandelwal, Naman Goyal, et al.2020 · 9,468 citations
  2. On the Opportunities and Risks of Foundation ModelsarXiv:2108.07258Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, et al.2021 · 3,160 citations
  3. CodeBERT: A Pre-Trained Model for Programming and Natural LanguagesFindings of the Association for Computational LinguisticsZhangyin Feng, Daya Guo, Duyu Tang, et al.2020 · 2,967 citations
  4. COMET: A Neural Framework for MT EvaluationRicardo Rei, Craig Stewart, Ana C Farinha, et al.2020 · 1,792 citations
  5. Pre-trained Models for Natural Language Processing: A SurveyarXiv:2003.08271 · SCIENCE CHINA Technological Sciences,2020, 63, 1872-1897Xipeng Qiu, Tianxiang Sun, Yige Xu, et al.2020 · 1,759 citations
  6. CLIPScore: A Reference-free Evaluation Metric for Image CaptioningConference on Empirical Methods in Natural Language Processing (EMNLP)Jack Hessel, Ari Holtzman, Maxwell Forbes, et al.2021 · 1,550 citations
  7. The State and Fate of Linguistic Diversity and Inclusion in the NLP WorldAnnual Meeting of the Association for Computational Linguistics (ACL)Pratik Joshi, Sebastin Santy, Amar Budhiraja, et al.2020 · 1,503 citations
  8. CamemBERT: a Tasty French Language ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Louis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez, et al.2019 · 1,269 citations
  9. M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge DistillationarXiv:2402.03216Jianlv Chen, Shitao Xiao, Peitian Zhang, et al.2024 · 1,196 citations
  10. On the Cross-lingual Transferability of Monolingual RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Mikel Artetxe, Sebastian Ruder, Dani Yogatama2020 · 1,179 citations
  11. MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual TransferConference on Empirical Methods in Natural Language Processing (EMNLP)Jonas Pfeiffer, Ivan Vulić, Iryna Gurevych, et al.2020 · 839 citations
  12. IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian LanguagesFindings of the Association for Computational LinguisticsDivyanshu Kakwani, Anoop Kunchukuttan, Satish Golla, et al.2020 · 732 citations
  13. XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual GeneralizationarXiv:2003.11080Junjie Hu, Sebastian Ruder, Aditya Siddhant, et al.2020 · 558 citations
  14. Few-shot Learning with Multilingual Language ModelsarXiv:2112.10668Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, et al.2021 · 500 citations
  15. Language Models are Multilingual Chain-of-Thought ReasonersarXiv:2210.03057Freda Shi, Mirac Suzgun, Markus Freitag, et al.2022 · 494 citations
  16. Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTarXiv:1904.09077Shijie Wu, Mark Dredze2019 · 471 citations
  17. 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 · 463 citations
  18. Are All Languages Created Equal in Multilingual BERT?Workshop on Representation Learning for NLPShijie Wu, Mark Dredze2020 · 460 citations
  19. How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Phillip Rust, Jonas Pfeiffer, Ivan Vulić, et al.2021 · 449 citations
  20. Emerging Cross-lingual Structure in Pretrained Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Alexis Conneau, Shijie Wu, Haoran Li, et al.2020 · 382 citations
  21. RobBERT: a Dutch RoBERTa-based Language ModelarXiv:2001.06286Pieter Delobelle, Thomas Winters, Bettina Berendt2020 · 349 citations
  22. Participatory Research for Low-resourced Machine Translation: A Case Study in African LanguagesFindings of the Association for Computational LinguisticsWilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, et al.2020 · 339 citations
  23. Canine: Pre-training an Efficient Tokenization-Free Encoder for Language RepresentationTransactions of the Association for Computational Linguistics (TACL)Jonathan H. Clark, Dan Garrette, Iulia Turc, et al.2022 · 301 citations
  24. InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-TrainingarXiv:2007.07834Zewen Chi, Li Dong, Furu Wei, et al.2020 · 275 citations
  25. XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and BeyondLanguage Resources and Evaluation Conference (LREC)Francesco Barbieri, Luis Espinosa Anke, Jose Camacho-Collados2022 · 271 citations
  26. Multilingual is not enough: BERT for FinnisharXiv:1912.07076Antti Virtanen, Jenna Kanerva, Rami Ilo, et al.2019 · 258 citations
  27. MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing BenchmarkConference of the European Chapter of the Association for Computational Linguistics (EACL)Haoran Li, Abhinav Arora, Shuohui Chen, et al.2021 · 242 citations
  28. SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed TweetsInternational Workshop on Semantic Evaluation (SemEval)Parth Patwa, Gustavo Aguilar, Sudipta Kar, et al.2020 · 240 citations
  29. Translation between Molecules and Natural LanguageConference on Empirical Methods in Natural Language Processing (EMNLP)Carl Edwards, Tuan Lai, Kevin Ros, et al.2022 · 238 citations
  30. GLUECoS: An Evaluation Benchmark for Code-Switched NLPAnnual Meeting of the Association for Computational Linguistics (ACL)Simran Khanuja, Sandipan Dandapat, Anirudh Srinivasan, et al.2020 · 222 citations
  31. Multilingual Offensive Language Identification with Cross-lingual EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP)Tharindu Ranasinghe, Marcos Zampieri2020 · 211 citations
  32. Automated Concatenation of Embeddings for Structured PredictionAnnual Meeting of the Association for Computational Linguistics (ACL)Xinyu Wang, Yong Jiang, Nguyen Bach, et al.2021 · 206 citations
  33. 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
  34. Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLParXiv:2112.10508Sabrina J. Mielke, Zaid Alyafeai, Elizabeth Salesky, et al.2021 · 191 citations
  35. When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Benjamin Muller, Antonios Anastasopoulos, Benoît Sagot, et al.2021 · 191 citations
  36. Extending Multilingual BERT to Low-Resource LanguagesarXiv:2004.13640Zihan Wang, Karthikeyan K, Stephen Mayhew, et al.2020 · 179 citations
  37. UNKs Everywhere: Adapting Multilingual Language Models to New ScriptsConference on Empirical Methods in Natural Language Processing (EMNLP)Jonas Pfeiffer, Ivan Vulić, Iryna Gurevych, et al.2021 · 176 citations
  38. 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
  39. AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Abteen Ebrahimi, Manuel Mager, Arturo Oncevay, et al.2022 · 164 citations
  40. On Negative Interference in Multilingual Models: Findings and A Meta-Learning TreatmentConference on Empirical Methods in Natural Language Processing (EMNLP)Zirui Wang, Zachary C. Lipton, Yulia Tsvetkov2020 · 162 citations
  41. Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Tianyi Tang, Wenyang Luo, Haoyang Huang, et al.2024 · 156 citations
  42. Cross-Lingual BERT Transformation for Zero-Shot Dependency ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Yuxuan Wang, Wanxiang Che, Jiang Guo, et al.2019 · 153 citations
  43. 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
  44. MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse LanguagesTransactions of the Association for Computational Linguistics (TACL)Xinyu Zhang, Nandan Thakur, Odunayo Ogundepo, et al.2023 · 149 citations
  45. Rethinking embedding coupling in pre-trained language modelsarXiv:2010.12821Hyung Won Chung, Thibault Févry, Henry Tsai, et al.2020 · 142 citations
  46. On the Language Neutrality of Pre-trained Multilingual RepresentationsFindings of the Association for Computational LinguisticsJindřich Libovický, Rudolf Rosa, Alexander Fraser2020 · 140 citations
  47. Learning Compact Metrics for MTConference on Empirical Methods in Natural Language Processing (EMNLP)Amy Pu, Hyung Won Chung, Ankur Parikh, et al.2021 · 130 citations
  48. 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
  49. Exposing the limits of Zero-shot Cross-lingual Hate Speech DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Debora Nozza2021 · 127 citations
  50. MLSUM: The Multilingual Summarization CorpusConference on Empirical Methods in Natural Language Processing (EMNLP)Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, et al.2020 · 115 citations
  51. Entity Linking in 100 LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP)Jan A. Botha, Zifei Shan, Daniel Gillick2020 · 114 citations
  52. ALLaM: Large Language Models for Arabic and EnglisharXiv:2407.15390M Saiful Bari, Yazeed Alnumay, Norah A. Alzahrani, et al.2024 · 113 citations
  53. Identifying Elements Essential for BERT's MultilingualityConference on Empirical Methods in Natural Language Processing (EMNLP)Philipp Dufter, Hinrich Schütze2020 · 113 citations
  54. An Empirical Study of Pre-trained Transformers for Arabic Information ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Wuwei Lan, Yang Chen, Wei Xu, et al.2020 · 107 citations
  55. A Survey of Code-switching: Linguistic and Social Perspectives for Language TechnologiesAnnual Meeting of the Association for Computational Linguistics (ACL)A. Seza Doğruöz, Sunayana Sitaram, Barbara E. Bullock, et al.2021 · 105 citations
  56. Playing with Words at the National Library of Sweden — Making a Swedish BERTarXiv:2007.01658Martin Malmsten, Love Borjeson, Chris Haffenden2020 · 105 citations
  57. Parsing with Multilingual BERT, a Small Corpus, and a Small TreebankFindings of the Association for Computational LinguisticsEthan C. Chau, Lucy H. Lin, Noah A. Smith2020 · 104 citations
  58. WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language modelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Benjamin Minixhofer, Fabian Paischer, Navid Rekabsaz2022 · 91 citations
  59. TransQuest: Translation Quality Estimation with Cross-lingual TransformersInternational Conference on Computational Linguistics (COLING)Tharindu Ranasinghe, Constantin Orasan, Ruslan Mitkov2020 · 91 citations
  60. How to Adapt Your Pretrained Multilingual Model to 1600 LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Abteen Ebrahimi, Katharina Kann2021 · 88 citations
  61. 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
  62. First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERTConference of the European Chapter of the Association for Computational Linguistics (EACL)Benjamin Muller, Yanai Elazar, Benoît Sagot, et al.2021 · 87 citations
  63. Retrieval-Augmented Generation for Natural Language Processing: A SurveyArtificial Intelligence ReviewShangyu Wu, Ying Xiong, Yufei Cui, et al.2024 · 86 citations
  64. The Geometry of Multilingual Language Model RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP)Tyler A. Chang, Zhuowen Tu, Benjamin K. Bergen2022 · 84 citations
  65. LLaMA Beyond English: An Empirical Study on Language Capability TransferarXiv:2401.01055Jun Zhao, Zhihao Zhang, Luhui Gao, et al.2024 · 78 citations
  66. Multilingual Instruction Tuning With Just a Pinch of MultilingualityFindings of the Association for Computational LinguisticsUri Shaham, Jonathan Herzig, Roee Aharoni, et al.2024 · 78 citations
  67. Multi-VALUE: A Framework for Cross-Dialectal English NLPCaleb Ziems, William Held, Jingfeng Yang, et al.2023 · 76 citations
  68. ScandEval: A Benchmark for Scandinavian Natural Language ProcessingNordic Conference on Computational Linguistics (NoDaLiDa)Dan Nielsen2023 · 73 citations
  69. 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
  70. It's All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense ReasoningFindings of the Association for Computational LinguisticsAlexey Tikhonov, Max Ryabinin2021 · 69 citations
  71. On the Multilingual Ability of Decoder-based Pre-trained Language Models: Finding and Controlling Language-Specific NeuronsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Takeshi Kojima, Itsuki Okimura, Yusuke Iwasawa, et al.2024 · 65 citations
  72. Learning to Evaluate Translation Beyond English: BLEURT Submissions to the WMT Metrics 2020 Shared TaskConference on Machine Translation (WMT)Thibault Sellam, Amy Pu, Hyung Won Chung, et al.2020 · 55 citations
  73. Lost in Translation: Large Language Models in Non-English Content AnalysisarXiv:2306.07377Gabriel Nicholas, Aliya Bhatia2023 · 45 citations
  74. Syntax-augmented Multilingual BERT for Cross-lingual TransferAnnual Meeting of the Association for Computational Linguistics (ACL)Wasi Ahmad, Haoran Li, Kai-Wei Chang, et al.2021 · 42 citations
  75. Unveiling Linguistic Regions in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhihao Zhang, Jun Zhao, Qi Zhang, et al.2024 · 39 citations
  76. Filling the Gaps in Ancient Akkadian Texts: A Masked Language Modelling ApproachKoren Lazar, Benny Saret, Asaf Yehudai, et al.2021 · 30 citations
  77. LangBridge: Multilingual Reasoning Without Multilingual SupervisionAnnual Meeting of the Association for Computational Linguistics (ACL)Dongkeun Yoon, Joel Jang, Sungdong Kim, et al.2024 · 29 citations
  78. BERT Fine-tuning For Arabic Text SummarizationarXiv:2004.14135Khalid N. Elmadani, Mukhtar Elgezouli, Anas Showk2020 · 29 citations
  79. Separating Tongue from Thought: Activation Patching Reveals Language-Agnostic Concept Representations in TransformersAnnual Meeting of the Association for Computational Linguistics (ACL)Clément Dumas, Chris Wendler, Veniamin Veselovsky, et al.2025 · 27 citations
  80. Languages Through the Looking Glass of BPE CompressionComputational LinguisticsXimena Gutierrez-Vasques, Christian Bentz, Tanja Samardžić2023 · 26 citations
  81. Can Multilingual Language Models Transfer to an Unseen Dialect? A Case Study on North African ArabiziarXiv:2005.00318Benjamin Muller, Benoit Sagot, Djame Seddah2020 · 26 citations
  82. Detecting Multilingual COVID-19 Misinformation on Social Media via Contextualized EmbeddingsWorkshop on NLP for Internet Freedom: Censorship, Disinformation, and PropagandaSubhadarshi Panda, Sarah Ita Levitan2021 · 25 citations
  83. Investigating Language Relationships in Multilingual Sentence Encoders Through the Lens of Linguistic TypologyComputational LinguisticsRochelle Choenni, Ekaterina Shutova2022 · 24 citations
  84. Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Danni Liu, Jan Niehues2025 · 23 citations
  85. Arabizi Language Models for Sentiment AnalysisInternational Conference on Computational Linguistics (COLING)Gaétan Baert, Souhir Gahbiche, Guillaume Gadek, et al.2020 · 21 citations
  86. Converging to a Lingua Franca: Evolution of Linguistic Regions and Semantics Alignment in Multilingual Large Language ModelsInternational Conference on Computational Linguistics (COLING)Hongchuan Zeng, Senyu Han, Lu Chen, et al.2025 · 17 citations
  87. Multilingual Knowledge Editing with Language-Agnostic Factual NeuronsInternational Conference on Computational Linguistics (COLING)Xue Zhang, Yunlong Liang, Fandong Meng, et al.2025 · 17 citations
  88. JABER and SABER: Junior and Senior Arabic BERtarXiv:2112.04329Abbas Ghaddar, Yimeng Wu, Ahmad Rashid, et al.2021 · 16 citations
  89. Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual SettingsAnnual Meeting of the Association for Computational Linguistics (ACL)Austin Xu, Srijan Bansal, Yifei Ming, et al.2025 · 14 citations
  90. Task-Agnostic Low-Rank Adapters for Unseen English DialectsConference on Empirical Methods in Natural Language Processing (EMNLP)Zedian Xiao, William Held, Yanchen Liu, et al.2023 · 13 citations
  91. How Transliterations Improve Crosslingual AlignmentInternational Conference on Computational Linguistics (COLING)Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, et al.2025 · 12 citations
  92. Explainability and Interpretability of Multilingual Large Language Models: A SurveyConference on Empirical Methods in Natural Language Processing (EMNLP)Lucas Resck, Isabelle Augenstein, Anna Korhonen2025 · 11 citations
  93. How Are Idioms Processed Inside Transformer Language Models?Joint Conference on Lexical and Computational Semantics (*SEM)Ye Tian, Isobel James, Hye Son2023 · 11 citations
  94. Weakly and Semi-Supervised Learning for Arabic Text Classification using Monodialectal Language ModelsArabic Natural Language Processing Workshop (WANLP)Reem AlYami, Rabah Al-Zaidy2022 · 11 citations
  95. Exploring Pre-Trained Transformers and Bilingual Transfer Learning for Arabic Coreference ResolutionWorkshop on Computational Models of Reference, Anaphora and Coreference (CRAC)Bonan Min2021 · 11 citations
  96. Investigating Idiomaticity in Word RepresentationsComputational LinguisticsWei He, Tiago Kramer Vieira, Marcos Garcia, et al.2025 · 10 citations
  97. TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated DataInternational Conference on Computational Linguistics (COLING)Yihong Liu, Chunlan Ma, Haotian Ye, et al.2025 · 10 citations
  98. Cascading Adaptors to Leverage English Data to Improve Performance of Question Answering for Low-Resource LanguagesInternational Conference on Natural Language Processing (ICON)Hariom Pandya, Bhavik Ardeshna, Brijesh Bhatt2021 · 10 citations
  99. From Human Judgements to Predictive Models: Unravelling Acceptability in Code-Mixed SentencesACM Transactions on Asian and Low-Resource Language Information ProcessingPrashant Kodali, Anmol Goel, Likhith Asapu, et al.2024 · 9 citations
  100. InternLM-Law: An Open Source Chinese Legal Large Language ModelarXiv:2406.14887Zhiwei Fei, Songyang Zhang, Xiaoyu Shen, et al.2024 · 9 citations

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