| Roberta: A robustly optimized bert pretraining approach Y Liu, M Ott, N Goyal, J Du, M Joshi, D Chen, O Levy, M Lewis, ... arXiv preprint arXiv:1907.11692, 2019 | 8678* | 2019 |
| Bart: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension M Lewis, Y Liu, N Goyal, M Ghazvininejad, A Mohamed, O Levy, ... https://www.aclweb.org/anthology/2020.acl-main.703/, 2019 | 2655 | 2019 |
| Unsupervised cross-lingual representation learning at scale A Conneau, K Khandelwal, N Goyal, V Chaudhary, G Wenzek, F Guzmán, ... https://www.aclweb.org/anthology/2020.acl-main.747.pdf, 2019 | 1830 | 2019 |
| Multilingual denoising pre-training for neural machine translation Y Liu, J Gu, N Goyal, X Li, S Edunov, M Ghazvininejad, M Lewis, ... Transactions of the Association for Computational Linguistics 8, 726-742, 2020 | 570 | 2020 |
| Recipes for building an open-domain chatbot S Roller, E Dinan, N Goyal, D Ju, M Williamson, Y Liu, J Xu, M Ott, ... EACL 2020, 2020 | 358 | 2020 |
| Retrieval-augmented generation for knowledge-intensive nlp tasks P Lewis, E Perez, A Piktus, F Petroni, V Karpukhin, N Goyal, H Küttler, ... https://papers.nips.cc/paper/2020/hash/6b493230205f780e1bc26945df7481e5 …, 2020 | 344 | 2020 |
| Beyond English-Centric Multilingual Machine Translation. A Fan, S Bhosale, H Schwenk, Z Ma, A El-Kishky, S Goyal, M Baines, ... J. Mach. Learn. Res. 22 (107), 1-48, 2021 | 148 | 2021 |
| Multilingual translation with extensible multilingual pretraining and finetuning Y Tang, C Tran, X Li, PJ Chen, N Goyal, V Chaudhary, J Gu, A Fan Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 2020 | 113* | 2020 |
| Better fine-tuning by reducing representational collapse A Aghajanyan, A Shrivastava, A Gupta, N Goyal, L Zettlemoyer, S Gupta ICLR 2021, 2020 | 79 | 2020 |
| The social dynamics of language change in online networks R Goel, S Soni, N Goyal, J Paparrizos, H Wallach, F Diaz, J Eisenstein International conference on social informatics, 41-57, 2016 | 53 | 2016 |
| The flores-101 evaluation benchmark for low-resource and multilingual machine translation N Goyal, C Gao, V Chaudhary, PJ Chen, G Wenzek, D Ju, S Krishnan, ... Transactions of the Association for Computational Linguistics 10, 522-538, 2022 | 52 | 2022 |
| Base layers: Simplifying training of large, sparse models M Lewis, S Bhosale, T Dettmers, N Goyal, L Zettlemoyer International Conference on Machine Learning, 6265-6274, 2021 | 40 | 2021 |
| XLS-R: Self-supervised cross-lingual speech representation learning at scale A Babu, C Wang, A Tjandra, K Lakhotia, Q Xu, N Goyal, K Singh, ... arXiv preprint arXiv:2111.09296, 2021 | 39 | 2021 |
| Findings of the WMT 2020 shared task on parallel corpus filtering and alignment P Koehn, V Chaudhary, A El-Kishky, N Goyal, PJ Chen, F Guzmán Proceedings of the Fifth Conference on Machine Translation, 726-742, 2020 | 30 | 2020 |
| Multilingual autoregressive entity linking N De Cao, L Wu, K Popat, M Artetxe, N Goyal, M Plekhanov, ... Transactions of the Association for Computational Linguistics 10, 274-290, 2022 | 26 | 2022 |
| A joint model of rhetorical discourse structure and summarization N Goyal, J Eisenstein Proceedings of the Workshop on Structured Prediction for NLP, 25-34, 2016 | 15 | 2016 |
| Active learning in multi-objective evolutionary algorithms for sustainable building design S Safarzadegan Gilan, N Goyal, B Dilkina Proceedings of the Genetic and Evolutionary Computation Conference 2016, 589-596, 2016 | 13 | 2016 |
| Larger-scale transformers for multilingual masked language modeling N Goyal, J Du, M Ott, G Anantharaman, A Conneau arXiv preprint arXiv:2105.00572, 2021 | 12 | 2021 |
| Facebook AI's WMT20 News Translation Task Submission PJ Chen, A Lee, C Wang, N Goyal, A Fan, M Williamson, J Gu https://www.aclweb.org/anthology/2020.wmt-1.8.pdf, 2020 | 12 | 2020 |
| LearningToQuestion at SemEval 2017 task 3: Ranking similar questions by learning to rank using rich features N Goyal Proceedings of the 11th International Workshop on Semantic Evaluation …, 2017 | 11 | 2017 |
