Aditya Siddhant
Aditya Siddhant
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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
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
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
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
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
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
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
Explicit alignment objectives for multilingual bidirectional encoders
J Hu, M Johnson, O Firat, A Siddhant, G Neubig
arXiv preprint arXiv:2010.07972, 2020
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
Harnessing multilinguality in unsupervised machine translation for rare languages
X Garcia, A Siddhant, O Firat, AP Parikh
arXiv preprint arXiv:2009.11201, 2020
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
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
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
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
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
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
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization
A Siddhant, J Hu, M Johnson, O Firat, S Ruder
Recommending content based on group collaboration
S Shekhar, N Yadav, AS Bhandari, A Siddhant
US Patent 10,932,004, 2021
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
nmT5-Is parallel data still relevant for pre-training massively multilingual language models?
A Siddhant, L Xue, M Johnson, MS Kale, N Constant, R Al-Rfou
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