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Who cites «Unsupervised Cross-lingual Representation Learning at Scale»

4,133 papers of our library cite it (of the 149,439 whose bibliographies we read) · 689 with a page here, the most cited first · page 2 of 7 · 101–200 · ← back to «Unsupervised Cross-lingual Representation Learning at Scale»

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  1. 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
  2. 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
  3. 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
  4. Aya 23: Open Weight Releases to Further Multilingual ProgressarXiv:2405.15032Viraat Aryabumi, John Dang, Dwarak Talupuru, et al.2024 · 172 citations
  5. Zero-Shot Cross-Lingual Transfer with Meta LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Farhad Nooralahzadeh, Giannis Bekoulis, Johannes Bjerva, et al.2020 · 171 citations
  6. Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge DistillationFindings of the Association for Computational LinguisticsQingyu Tan, Ruidan He, Lidong Bing, et al.2022 · 169 citations
  7. Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language ProcessingMinh Van Nguyen, Viet Dac Lai, Amir Pouran Ben Veyseh, et al.2021 · 169 citations
  8. Label Verbalization and Entailment for Effective Zero and Few-Shot Relation ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Oscar Sainz, Oier Lopez de Lacalle, Gorka Labaka, et al.2021 · 167 citations
  9. 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
  10. 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
  11. LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt CompressionFindings of the Association for Computational LinguisticsZhuoshi Pan, Qianhui Wu, Huiqiang Jiang, et al.2024 · 161 citations
  12. Larger-Scale Transformers for Multilingual Masked Language ModelingWorkshop on Representation Learning for NLPNaman Goyal, Jingfei Du, Myle Ott, et al.2021 · 161 citations
  13. MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transferConference on Empirical Methods in Natural Language Processing (EMNLP)Ilias Chalkidis, Manos Fergadiotis, Ion Androutsopoulos2021 · 160 citations
  14. Findings of the WMT 2020 Shared Task on Quality EstimationConference on Machine Translation (WMT)Lucia Specia, Frédéric Blain, Marina Fomicheva, et al.2020 · 160 citations
  15. Testing the Predictions of Surprisal Theory in 11 LanguagesTransactions of the Association for Computational Linguistics (TACL)Ethan G. Wilcox, Tiago Pimentel, Clara Meister, et al.2023 · 159 citations
  16. The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation EvaluationConference on Machine Translation (WMT)Patrick Fernandes, Daniel Deutsch, Mara Finkelstein, et al.2023 · 158 citations
  17. 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
  18. Probing Pre-Trained Language Models for Cross-Cultural Differences in ValuesWorkshop on Cross-Cultural Considerations in NLPArnav Arora, Lucie-aimée Kaffee, Isabelle Augenstein2023 · 156 citations
  19. Multilingual Autoregressive Entity LinkingTransactions of the Association for Computational Linguistics (TACL)Nicola De Cao, Ledell Wu, Kashyap Popat, et al.2022 · 153 citations
  20. FINDINGS OF THE IWSLT 2023 EVALUATION CAMPAIGNInternational Conference on Spoken Language Translation (IWSLT)Milind Agarwal, Sweta Agrawal, Antonios Anastasopoulos, et al.2023 · 152 citations
  21. 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
  22. Revisiting DocRED - Addressing the False Negative Problem in Relation ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Qingyu Tan, Lu Xu, Lidong Bing, et al.2022 · 151 citations
  23. The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual DatasetarXiv:2303.03915Hugo Laurençon, Lucile Saulnier, Thomas Wang, et al.2023 · 150 citations
  24. 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
  25. Quality-Aware Decoding for Neural Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Patrick Fernandes, António Farinhas, Ricardo Rei, et al.2022 · 146 citations
  26. SemEval-2022 Task 6: iSarcasmEval, Intended Sarcasm Detection in English and ArabicIbrahim Abu Farha, Silviu Vlad Oprea, Steven Wilson, et al.2022 · 146 citations
  27. 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
  28. Rethinking embedding coupling in pre-trained language modelsarXiv:2010.12821Hyung Won Chung, Thibault Févry, Henry Tsai, et al.2020 · 142 citations
  29. On the Language Neutrality of Pre-trained Multilingual RepresentationsFindings of the Association for Computational LinguisticsJindřich Libovický, Rudolf Rosa, Alexander Fraser2020 · 140 citations
  30. 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 · 136 citations
  31. Scaling up CometKiwi: Unbabel-IST 2023 Submission for the Quality Estimation Shared TaskConference on Machine Translation (WMT)Ricardo Rei, Nuno M. Guerreiro, José Pombal, et al.2023 · 135 citations
  32. TICO-19: the Translation Initiative for COvid-19Workshop on NLP for COVID-19 at ACLAntonios Anastasopoulos, Alessandro Cattelan, Zi-Yi Dou, et al.2020 · 133 citations
  33. Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt CompletionFindings of the Association for Computational LinguisticsKurt Shuster, Mojtaba Komeili, Leonard Adolphs, et al.2022 · 132 citations
  34. 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
  35. 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
  36. 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
  37. ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual CorporaConference on Empirical Methods in Natural Language Processing (EMNLP)Xuan Ouyang, Shuohuan Wang, Chao Pang, et al.2020 · 128 citations
  38. Bitext Mining Using Distilled Sentence Representations for Low-Resource LanguagesFindings of the Association for Computational LinguisticsKevin Heffernan, Onur Çelebi, Holger Schwenk2022 · 127 citations
  39. 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
  40. XLM-E: Cross-lingual Language Model Pre-training via ELECTRAAnnual Meeting of the Association for Computational Linguistics (ACL)Zewen Chi, Shaohan Huang, Li Dong, et al.2022 · 127 citations
  41. Exposing the limits of Zero-shot Cross-lingual Hate Speech DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Debora Nozza2021 · 127 citations
  42. LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal DomainFindings of the Association for Computational LinguisticsJoel Niklaus, Veton Matoshi, Pooja Rani, et al.2023 · 123 citations
  43. 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
  44. ArabicMMLU: Assessing Massive Multitask Language Understanding in ArabicFindings of the Association for Computational LinguisticsFajri Koto, Haonan Li, Sara Shatnawi, et al.2024 · 117 citations
  45. GlotLID: Language Identification for Low-Resource LanguagesFindings of the Association for Computational LinguisticsAmir Hossein Kargaran, Ayyoob Imani, François Yvon, et al.2023 · 116 citations
  46. GoLLIE: Annotation Guidelines improve Zero-Shot Information-ExtractionarXiv:2310.03668Oscar Sainz, Iker Garcia-Ferrero, Rodrigo Agerri, et al.2023 · 114 citations
  47. Entity Linking in 100 LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP)Jan A. Botha, Zifei Shan, Daniel Gillick2020 · 114 citations
  48. ALLaM: Large Language Models for Arabic and EnglisharXiv:2407.15390M Saiful Bari, Yazeed Alnumay, Norah A. Alzahrani, et al.2024 · 113 citations
  49. Identifying Elements Essential for BERT's MultilingualityConference on Empirical Methods in Natural Language Processing (EMNLP)Philipp Dufter, Hinrich Schütze2020 · 113 citations
  50. XL-WiC: A Multilingual Benchmark for Evaluating Semantic ContextualizationConference on Empirical Methods in Natural Language Processing (EMNLP)Alessandro Raganato, Tommaso Pasini, Jose Camacho-Collados, et al.2020 · 112 citations
  51. jina-embeddings-v3: Multilingual Embeddings With Task LoRAarXiv:2409.10173Saba Sturua, Isabelle Mohr, Mohammad Kalim Akram, et al.2024 · 109 citations
  52. Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Aditya Siddhant, Ankur Bapna, Yuan Cao, et al.2020 · 109 citations
  53. Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Bill Yuchen Lin, Seyeon Lee, Xiaoyang Qiao, et al.2021 · 107 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. Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic SimilarityComputational LinguisticsIvan Vulić, Simon Baker, Edoardo Maria Ponti, et al.2020 · 106 citations
  56. 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
  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. MMTEB: Massive Multilingual Text Embedding BenchmarkarXiv:2502.13595Kenneth Enevoldsen, Isaac Chung, Imene Kerboua, et al.2025 · 103 citations
  59. PolyLM: An Open Source Polyglot Large Language ModelarXiv:2307.06018Xiangpeng Wei, Haoran Wei, Huan Lin, et al.2023 · 103 citations
  60. 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
  61. Learning to Reason Deductively: Math Word Problem Solving as Complex Relation ExtractionZhanming Jie, Jierui Li, Wei Lu2022 · 102 citations
  62. MRP 2020: The Second Shared Task on Cross-Framework and Cross-Lingual Meaning Representation ParsingConference on Computational Natural Language Learning (CoNLL)Stephan Oepen, Omri Abend, Lasha Abzianidze, et al.2020 · 101 citations
  63. UniTE: Unified Translation EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL)Yu Wan, Dayiheng Liu, Baosong Yang, et al.2022 · 100 citations
  64. FineWeb2: One Pipeline to Scale Them All — Adapting Pre-Training Data Processing to Every LanguagearXiv:2506.20920Guilherme Penedo, Hynek Kydliček, Vinko Sabolčec, et al.2025 · 99 citations
  65. Unbabel's Participation in the WMT20 Metrics Shared TaskConference on Machine Translation (WMT)Ricardo Rei, Craig Stewart, Ana C Farinha, et al.2020 · 98 citations
  66. AraELECTRA: Pre-Training Text Discriminators for Arabic Language UnderstandingArabic Natural Language Processing Workshop (WANLP)Wissam Antoun, Fady Baly, Hazem Hajj2021 · 97 citations
  67. Do Llamas Work in English? On the Latent Language of Multilingual TransformersAnnual Meeting of the Association for Computational Linguistics (ACL)Chris Wendler, Veniamin Veselovsky, Giovanni Monea, et al.2024 · 96 citations
  68. Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Tarek Naous, Michael J Ryan, Alan Ritter, et al.2024 · 96 citations
  69. Emojis as Anchors to Detect Arabic Offensive Language and Hate SpeechNatural Language EngineeringHamdy Mubarak, Sabit Hassan, Shammur Absar Chowdhury2022 · 96 citations
  70. A Survey on Data Selection for Language ModelsarXiv:2402.16827Alon Albalak, Yanai Elazar, Sang Michael Xie, et al.2024 · 95 citations
  71. ChatGPT: Beginning of an End of Manual Linguistic Data Annotation? Use Case of Automatic Genre IdentificationarXiv:2303.03953Taja Kuzman, Igor Mozetič, Nikola Ljubešic2023 · 95 citations
  72. Efficient Long-Text Understanding with Short-Text ModelsTransactions of the Association for Computational Linguistics (TACL)Maor Ivgi, Uri Shaham, Jonathan Berant2023 · 94 citations
  73. 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
  74. As Good as New. How to Successfully Recycle English GPT-2 to Make Models for Other LanguagesFindings of the Association for Computational LinguisticsWietse de Vries, Malvina Nissim2021 · 91 citations
  75. TransQuest: Translation Quality Estimation with Cross-lingual TransformersInternational Conference on Computational Linguistics (COLING)Tharindu Ranasinghe, Constantin Orasan, Ruslan Mitkov2020 · 91 citations
  76. Arabic Fake News Detection Based on Deep Contextualized Embedding ModelsNeural Computing and ApplicationsAli Bou Nassif, Ashraf Elnagar, Omar Elgendy, et al.2022 · 90 citations
  77. In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space SteeringarXiv:2311.06668Sheng Liu, Haotian Ye, Lei Xing, et al.2023 · 89 citations
  78. The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual ContextsFindings of the Association for Computational LinguisticsLingfeng Shen, Weiting Tan, Sihao Chen, et al.2024 · 88 citations
  79. 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
  80. 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
  81. Multilingual Large Language Models Are Not (Yet) Code-SwitchersConference on Empirical Methods in Natural Language Processing (EMNLP)Ruochen Zhang, Samuel Cahyawijaya, Jan Christian Blaise Cruz, et al.2023 · 86 citations
  82. Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling?Findings of the Association for Computational LinguisticsYi Tay, Mostafa Dehghani, Samira Abnar, et al.2023 · 86 citations
  83. SONAR: Sentence-Level Multimodal and Language-Agnostic RepresentationsarXiv:2308.11466Paul-Ambroise Duquenne, Holger Schwenk, Benoit Sagot2023 · 84 citations
  84. AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq ModelarXiv:2208.01448Saleh Soltan, Shankar Ananthakrishnan, Jack FitzGerald, et al.2022 · 84 citations
  85. 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
  86. Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared TaskConference on Machine Translation (WMT)Ricardo Rei, Ana C Farinha, Chrysoula Zerva, et al.2021 · 84 citations
  87. LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model DevelopmentAnnual Meeting of the Association for Computational Linguistics (ACL)Ilias Chalkidis, Nicolas Garneau, Catalina Goanta, et al.2023 · 83 citations
  88. ORCA: A Challenging Benchmark for Arabic Language UnderstandingFindings of the Association for Computational LinguisticsAbdelRahim Elmadany, ElMoatez Billah Nagoudi, Muhammad Abdul-Mageed2023 · 83 citations
  89. Multilingual LLMs are Better Cross-lingual In-context Learners with AlignmentAnnual Meeting of the Association for Computational Linguistics (ACL)Eshaan Tanwar, Subhabrata Dutta, Manish Borthakur, et al.2023 · 82 citations
  90. 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
  91. Out-of-Distribution Detection and Selective Generation for Conditional Language ModelsarXiv:2209.15558Jie Ren, Jiaming Luo, Yao Zhao, et al.2022 · 80 citations
  92. Multilingual Language Models are not Multicultural: A Case Study in EmotionWorkshop on Computational Approaches to Subjectivity, Sentiment and Social Media AnalysisShreya Havaldar, Sunny Rai, Bhumika Singhal, et al.2023 · 79 citations
  93. AraGPT2: Pre-Trained Transformer for Arabic Language GenerationArabic Natural Language Processing Workshop (WANLP)Wissam Antoun, Fady Baly, Hazem Hajj2021 · 79 citations
  94. LLaMA Beyond English: An Empirical Study on Language Capability TransferarXiv:2401.01055Jun Zhao, Zhihao Zhang, Luhui Gao, et al.2024 · 78 citations
  95. 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
  96. Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and SayingsarXiv:2309.08591Chen Cecilia Liu, Fajri Koto, Timothy Baldwin, et al.2023 · 78 citations
  97. KMMLU: Measuring Massive Multitask Language Understanding in KoreanConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Guijin Son, Hanwool Lee, Sungdong Kim, et al.2025 · 76 citations
  98. Lift Yourself Up: Retrieval-augmented Text Generation with Self MemoryConference on Neural Information Processing Systems (NeurIPS)Xin Cheng, Di Luo, Xiuying Chen, et al.2023 · 76 citations
  99. Multi-VALUE: A Framework for Cross-Dialectal English NLPCaleb Ziems, William Held, Jingfeng Yang, et al.2023 · 76 citations
  100. MLQE-PE: A Multilingual Quality Estimation and Post-Editing DatasetLanguage Resources and Evaluation Conference (LREC)Marina Fomicheva, Shuo Sun, Erick Fonseca, et al.2022 · 76 citations

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