Aditya Siddhant
Aditya Siddhant
Verified email at google.com
Title
Cited by
Cited by
Year
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
1502020
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
722018
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
432020
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
282019
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
242020
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
222020
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
92015
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
52017
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
52015
Recommending content based on group collaboration
S Shekhar, N Yadav, AS Bhandari, A Siddhant
US Patent 10,932,004, 2021
42021
Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages
X Garcia, A Siddhant, O Firat, AP Parikh
arXiv preprint arXiv:2009.11201, 2020
32020
Explicit Alignment Objectives for Multilingual Bidirectional Encoders
J Hu, M Johnson, O Firat, A Siddhant, G Neubig
arXiv preprint arXiv:2010.07972, 2020
22020
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
2*2019
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization
A Siddhant, J Hu, M Johnson, O Firat, S Ruder
12020
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
12019
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
2021
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
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
2021
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
2021
VoCoG: An Intelligent, Non-Intrusive Assistant for Voice-based Collaborative Group-Viewing
S Shekhar, A Siddhant, AS Bhandari, N Yadav
arXiv preprint arXiv:1811.07547, 2018
2018
The system can't perform the operation now. Try again later.
Articles 1–20