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Aditya Siddhant
Aditya Siddhant
Google
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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
32082023
mT5: A massively multilingual pre-trained text-to-text transformer
L Xue, N Constant, A Roberts, M Kale, R Al-Rfou, A Siddhant, A Barua, ...
arXiv preprint arXiv:2010.11934, 2020
25282020
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
G Team, P Georgiev, VI Lei, R Burnell, L Bai, A Gulati, G Tanzer, ...
arXiv preprint arXiv:2403.05530, 2024
11702024
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
9622020
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
2482018
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
2302023
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
1582021
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
912022
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
832020
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
772020
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
662019
Explicit alignment objectives for multilingual bidirectional encoders
J Hu, M Johnson, O Firat, A Siddhant, G Neubig
arXiv preprint arXiv:2010.07972, 2020
492020
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
482024
Recommending content based on group collaboration
S Shekhar, N Yadav, AS Bhandari, A Siddhant
US Patent 10,932,004, 2021
412021
Harnessing multilinguality in unsupervised machine translation for rare languages
X Garcia, A Siddhant, O Firat, AP Parikh
arXiv preprint arXiv:2009.11201, 2020
362020
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
352023
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
352022
Distilling large language models into tiny and effective students using pqrnn
P Kaliamoorthi, A Siddhant, E Li, M Johnson
arXiv preprint arXiv:2101.08890, 2021
242021
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
212021
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
192022
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