Vishrav Chaudhary

Most-cited papers

1. Unsupervised Cross-lingual Representation Learning at Scale

   Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary +6 more

   2019Annual Meeting of the Association for Computational Linguistics9,573 citations Open access

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2. Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

   Marah Abdin, Sam Adé Jacobs, A. Awan, J. Aneja +85 more

   2024arXiv.org2,593 citations

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3. Holistic Evaluation of Language Models

   Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras +46 more

   2023Trans. Mach. Learn. Res.2,197 citations Open access

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4. Beyond English-Centric Multilingual Machine Translation

   Angela Fan, Shruti Bhosale, Holger Schwenk, Zhi-Yi Ma +13 more

   2020Journal of machine learning research1,149 citations

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5. The Flores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation

   Naman Goyal, Cynthia Gao, Vishrav Chaudhary, Peng-Jen Chen +6 more

   2021Transactions of the Association for Computational Linguistics901 citations Open access

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6. CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data

   Guillaume Wenzek, M. Lachaux, Alexis Conneau, Vishrav Chaudhary +3 more

   2019International Conference on Language Resources and Evaluation870 citations

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7. Language Is Not All You Need: Aligning Perception with Language Models

   Shao-Han Huang, Li Dong, Wen-Hui Wang, Y. Hao +14 more

   2023Neural Information Processing Systems820 citations Open access

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8. Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

   Abdelrahman Abouelenin, Atabak Ashfaq, Adam Atkinson, H. Awadalla +70 more

   2025arXiv.org673 citations

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9. Multilingual Translation with Extensible Multilingual Pretraining and Finetuning

   Y. Tang, C. Tran, Xian Li, Peng-Jen Chen +4 more

   2020arXiv.org589 citations

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10. WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia

    Holger Schwenk, Vishrav Chaudhary, Shuo Sun, Hongyu Gong +1 more

    2019Conference of the European Chapter of the Association for Computational Linguistics461 citations Open access

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11. Few-shot Learning with Multilingual Generative Language Models

    Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, Tian-Lu Wang +17 more

    2021Conference on Empirical Methods in Natural Language Processing391 citations Open access

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12. Unsupervised Quality Estimation for Neural Machine Translation

    M. Fomicheva, Shuo Sun, L. Yankovskaya, F. Blain +5 more

    2020Transactions of the Association for Computational Linguistics336 citations Open access

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13. Few-shot Learning with Multilingual Language Models

    Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, Tian-Lu Wang +17 more

    2021arXiv.org287 citations

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14. The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–English

    Francisco (Paco) Guzmán, Peng-Jen Chen, Myle Ott, Juan Pino +4 more

    2019Conference on Empirical Methods in Natural Language Processing258 citations Open access

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15. Findings of the 2021 Conference on Machine Translation (WMT21)

    Farhad Akhbardeh, Arkady Arkhangorodsky, Magdalena Biesialska, Ondrej Bojar +32 more

    2021Conference on Machine Translation252 citations

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16. A Massive Collection of Cross-Lingual Web-Document Pairs

    Ahmed El-Kishky, Vishrav Chaudhary, Francisco (Paco) Guzmán, Philipp Koehn

    2019Conference on Empirical Methods in Natural Language Processing235 citations Open access

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17. A Length-Extrapolatable Transformer

    Yutao Sun, Li Dong, Barun Patra, Shu-Ming Ma +5 more

    2022Annual Meeting of the Association for Computational Linguistics192 citations Open access

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18. Self-training Improves Pre-training for Natural Language Understanding

    Jing-Fei Du, E. Grave, Beliz Gunel, Vishrav Chaudhary +4 more

    2020North American Chapter of the Association for Computational Linguistics175 citations Open access

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19. Implicit Chain of Thought Reasoning via Knowledge Distillation

    Yun-Tian Deng, Kiran Prasad, Roland Fernandez, P. Smolensky +2 more

    2023arXiv.org166 citations

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20. Two New Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English

    Francisco (Paco) Guzmán, Peng-Jen Chen, Myle Ott, J. Pino +4 more

    2019arXiv.org151 citations

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21. Multilingual Translation from Denoising Pre-Training

    Y. Tang, C. Tran, Xian Li, Peng-Jen Chen +4 more

    2021Findings150 citations Open access

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22. Findings of the WMT 2020 Shared Task on Quality Estimation

    Lucia Specia, F. Blain, M. Fomicheva, E. Fonseca +3 more

    2020Conference on Machine Translation132 citations Open access

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23. Findings of the WMT 2021 Shared Task on Quality Estimation

    Lucia Specia, F. Blain, M. Fomicheva, Chrysoula Zerva +3 more

    2021Conference on Machine Translation102 citations

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24. Findings of the AmericasNLP 2021 Shared Task on Open Machine Translation for Indigenous Languages of the Americas

    Manuel Mager, Arturo Oncevay, Abteen Ebrahimi, John E. Ortega +14 more

    2021AMERICASNLP96 citations Open access

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25. AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages

    Abteen Ebrahimi, Manuel Mager, Arturo Oncevay, Vishrav Chaudhary +13 more

    2021Annual Meeting of the Association for Computational Linguistics89 citations Open access

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26. Findings of the WMT 2019 Shared Task on Parallel Corpus Filtering for Low-Resource Conditions

    Philipp Koehn, Francisco (Paco) Guzmán, Vishrav Chaudhary, J. Pino

    2019Conference on Machine Translation86 citations Open access

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27. MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset

    M. Fomicheva, Shuo Sun, E. Fonseca, Chrysoula Zerva +6 more

    2020International Conference on Language Resources and Evaluation85 citations Open access

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28. Low-Resource Corpus Filtering Using Multilingual Sentence Embeddings

    Vishrav Chaudhary, Y. Tang, Francisco (Paco) Guzmán, Holger Schwenk +1 more

    2019Conference on Machine Translation85 citations Open access

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29. Findings of the WMT 2020 Shared Task on Parallel Corpus Filtering and Alignment

    Philipp Koehn, Vishrav Chaudhary, Ahmed El-Kishky, Naman Goyal +2 more

    2020Conference on Machine Translation84 citations Open access

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30. Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume

    J. Tiedemann, Isabelle Augenstein, Madhumita Sushil, Valerio Basile +496 more

    202183 citations Open access

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31. Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data

    Wei-Jen Ko, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary +5 more

    2021Annual Meeting of the Association for Computational Linguistics53 citations Open access

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32. Scaling Optimal LR Across Token Horizons

    Johan Bjorck, Alon Benhaim, Vishrav Chaudhary, F. Wei +1 more

    2024International Conference on Learning Representations46 citations

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33. ODIN: A Single Model for 2D and 3D Segmentation

    Ayush Jain, Pushkal Katara, Nikolaos Gkanatsios, Adam W. Harley +4 more

    2024Computer Vision and Pattern Recognition38 citations Open access

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34. The Llama 4 Herd: Architecture, Training, Evaluation, and Deployment Notes

    Aaron Adcock, Aayushi Srivas-tava, Abhimanyu Dubey, Abhinav Jauhri +496 more

    2026arXiv.org37 citations

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35. A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia

    Giovanni Monea, Maxime Peyrard, Martin Josifoski, Vishrav Chaudhary +5 more

    2023Annual Meeting of the Association for Computational Linguistics33 citations

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36. Scaling Laws for Multilingual Language Models

    Yifei He, Alon Benhaim, Barun Patra, Praneetha Vaddamanu +5 more

    2024Annual Meeting of the Association for Computational Linguistics30 citations

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37. Foundation Transformers

    Hongyu Wang, Shu-Ming Ma, Shao-Han Huang, Li Dong +11 more

    2022arXiv.org30 citations Open access

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38. Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning

    Barun Patra, Saksham Singhal, Shao-Han Huang, Zewen Chi +4 more

    2022Annual Meeting of the Association for Computational Linguistics30 citations Open access

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39. Findings of the WMT 2021 Shared Task on Large-Scale Multilingual Machine Translation

    Guillaume Wenzek, Vishrav Chaudhary, Angela Fan, Sahir Gomez +5 more

    2021Conference on Machine Translation30 citations

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40. Facebook AI’s WAT19 Myanmar-English Translation Task Submission

    Peng-Jen Chen, Jiajun Shen, Matt Le, Vishrav Chaudhary +4 more

    2019Conference on Empirical Methods in Natural Language Processing30 citations Open access

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41. Findings of the WMT 2020 Shared Task on Machine Translation Robustness

    Lucia Specia, Zhenhao Li, J. Pino, Vishrav Chaudhary +8 more

    2020Conference on Machine Translation29 citations Open access

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42. Quality Estimation without Human-labeled Data

    Yi-Lin Tuan, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary +2 more

    2021Conference of the European Chapter of the Association for Computational Linguistics27 citations Open access

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43. How Robust is Neural Machine Translation to Language Imbalance in Multilingual Tokenizer Training?

    Shiyue Zhang, Vishrav Chaudhary, Naman Goyal, James Cross +3 more

    2022Conference of the Association for Machine Translation in the Americas26 citations Open access

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44. Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching

    Kalika Bali, Pushpak Bhattacharyya, M. Fomicheva, Philipp Koehn +496 more

    202126 citations Open access

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45. AmericasNLI: Machine translation and natural language inference systems for Indigenous languages of the Americas

    Katharina Kann, Abteen Ebrahimi, Manuel Mager, Arturo Oncevay +14 more

    2022Frontiers in Artificial Intelligence23 citations Open access

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46. Alternative Input Signals Ease Transfer in Multilingual Machine Translation

    Simeng Sun, Angela Fan, James Cross, Vishrav Chaudhary +3 more

    2021Annual Meeting of the Association for Computational Linguistics22 citations Open access

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47. BERGAMOT-LATTE Submissions for the WMT20 Quality Estimation Shared Task

    M. Fomicheva, Shuo Sun, L. Yankovskaya, F. Blain +4 more

    2020Conference on Machine Translation22 citations Open access

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48. OCR Improves Machine Translation for Low-Resource Languages

    Oana Ignat, Jean Maillard, Vishrav Chaudhary, Francisco (Paco) Guzmán

    2022Findings21 citations Open access

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49. Understanding the Effectiveness of Very Large Language Models on Dialog Evaluation

    Jessica Huynh, Cathy Jiao, Prakhar Gupta, Shikib Mehri +3 more

    2023arXiv.org20 citations Open access

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50. Data Selection Curriculum for Neural Machine Translation

    Tasnim Mohiuddin, Philipp Koehn, Vishrav Chaudhary, James Cross +2 more

    2022Conference on Empirical Methods in Natural Language Processing18 citations Open access

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