| mt5: A massively multilingual pre-trained text-to-text transformer L Xue arXiv preprint arXiv:2010.11934, 2020 | 2339 | 2020 |
| Gemini: a family of highly capable multimodal models G Team, R Anil, S Borgeaud, JB Alayrac, J Yu, R Soricut, J Schalkwyk, ... arXiv preprint arXiv:2312.11805, 2023 | 2084 | 2023 |
| XTREME: A massively multilingual multi-task benchmark for evaluating cross-lingual generalization J Hu, S Ruder, A Siddhant, G Neubig, O Firat, M Johnson ICML 2020, 2020 | 927 | 2020 |
| Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context M Reid, N Savinov, D Teplyashin, D Lepikhin, T Lillicrap, J Alayrac, ... arXiv preprint arXiv:2403.05530, 2024 | 617 | 2024 |
| Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study A Siddhant, ZC Lipton Empirical Methods for Natural Language Processing (EMNLP) 2018, 2018 | 234 | 2018 |
| Reinforced self-training (rest) for language modeling C Gulcehre, TL Paine, S Srinivasan, K Konyushkova, L Weerts, A Sharma, ... arXiv preprint arXiv:2308.08998, 2023 | 183 | 2023 |
| XTREME-R: Towards more challenging and nuanced multilingual evaluation S Ruder, N Constant, J Botha, A Siddhant, O Firat, J Fu, P Liu, J Hu, ... arXiv preprint arXiv:2104.07412, 2021 | 144 | 2021 |
| Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation A Siddhant, A Bapna, Y Cao, O Firat, M Chen, S Kudugunta, ... Association of Computational Linguistics (ACL) 2020, 2020 | 81 | 2020 |
| Building machine translation systems for the next thousand languages A Bapna, I Caswell, J Kreutzer, O Firat, D van Esch, A Siddhant, M Niu, ... arXiv preprint arXiv:2205.03983, 2022 | 80 | 2022 |
| Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation A Siddhant, M Johnson, H Tsai, N Arivazhagan, J Riesa, A Bapna, O Firat, ... Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI-20), 2020 | 71 | 2020 |
| Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents A Siddhant, A Goyal, A Metallinou Thirty-Third AAAI Conference on Artificial Intelligence 2019, 2019 | 64 | 2019 |
| Explicit alignment objectives for multilingual bidirectional encoders J Hu, M Johnson, O Firat, A Siddhant, G Neubig arXiv preprint arXiv:2010.07972, 2020 | 45 | 2020 |
| Recommending content based on group collaboration S Shekhar, N Yadav, AS Bhandari, A Siddhant US Patent 10,932,004, 2021 | 39 | 2021 |
| Metricx-24: The google submission to the WMT 2024 metrics shared task J Juraska, D Deutsch, M Finkelstein, M Freitag arXiv preprint arXiv:2410.03983, 2024 | 37 | 2024 |
| Harnessing multilinguality in unsupervised machine translation for rare languages X Garcia, A Siddhant, O Firat, AP Parikh arXiv preprint arXiv:2009.11201, 2020 | 33 | 2020 |
| Towards the next 1000 languages in multilingual machine translation: Exploring the synergy between supervised and self-supervised learning A Siddhant, A Bapna, O Firat, Y Cao, MX Chen, I Caswell, X Garcia arXiv preprint arXiv:2201.03110, 2022 | 32 | 2022 |
| SEAHORSE: A multilingual, multifaceted dataset for summarization evaluation E Clark, S Rijhwani, S Gehrmann, J Maynez, R Aharoni, V Nikolaev, ... arXiv preprint arXiv:2305.13194, 2023 | 26 | 2023 |
| nmT5--Is parallel data still relevant for pre-training massively multilingual language models? M Kale, A Siddhant, N Constant, M Johnson, R Al-Rfou, L Xue arXiv preprint arXiv:2106.02171, 2021 | 19 | 2021 |
| Leveraging native language speech for accent identification using deep siamese networks A Siddhant, P Jyothi, S Ganapathy 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2017 | 19 | 2017 |
| Dialect-robust evaluation of generated text J Sun, T Sellam, E Clark, T Vu, T Dozat, D Garrette, A Siddhant, ... arXiv preprint arXiv:2211.00922, 2022 | 17 | 2022 |
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