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Aditya Siddhant
Aditya Siddhant
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Year
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
6992020
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
5252020
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
1432018
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
682021
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
602020
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
552020
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
512019
Explicit alignment objectives for multilingual bidirectional encoders
J Hu, M Johnson, O Firat, A Siddhant, G Neubig
arXiv preprint arXiv:2010.07972, 2020
282020
Recommending content based on group collaboration
S Shekhar, N Yadav, AS Bhandari, A Siddhant
US Patent 10,932,004, 2021
192021
Harnessing multilinguality in unsupervised machine translation for rare languages
X Garcia, A Siddhant, O Firat, AP Parikh
arXiv preprint arXiv:2009.11201, 2020
192020
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
132017
Vision based object follower automated guided vehicle using compressive tracking and stereo-vision
NK Verma, P Nama, G Kumar, A Siddhant, A Raj, NK Dhar, A Salour
2015 IEEE Bombay Section Symposium (IBSS), 1-6, 2015
122015
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
112022
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
82022
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
82021
Vision based obstacle avoidance and recognition system
NK Verma, G Kumar, A Siddhant, P Nama, A Raj, A Mustafa, NK Dhar, ...
2015 IEEE Workshop on Computational Intelligence: Theories, Applications and …, 2015
72015
Domain Adaptation of SRL Systems for Biological Processes
EH Dheeraj Rajagopal, Nidhi Vyas, Aditya Siddhant, Anirudha Rayasam, Niket ...
Proceedings of the 2019 ACL Workshop on BioNLP, 2019
5*2019
Docmt5: Document-level pretraining of multilingual language models
CH Lee, A Siddhant, V Ratnakar, M Johnson
arXiv preprint arXiv:2112.08709, 2021
32021
MixOut: A Simple Yet Effective Data Augmentation Scheme for Slot-Filling
M Kale, A Siddhant
Conversational Dialogue Systems for the Next Decade, 279-288, 2021
32021
Supervised Contextual Embeddings for Transfer Learning in Natural Language Processing Tasks
M Kale, A Siddhant, S Nag, R Parik, M Grabmair, A Tomasic
Proceedings of the 2019 NAACL Workshop on Structured Prediction for NLP (SPNLP), 2019
32019
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