Aditya Siddhant
Aditya Siddhant
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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
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
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
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
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
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
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
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
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
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
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
Explicit Alignment Objectives for Multilingual Bidirectional Encoders
J Hu, M Johnson, O Firat, A Siddhant, G Neubig
arXiv preprint arXiv:2010.07972, 2020
Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages
X Garcia, A Siddhant, O Firat, AP Parikh
arXiv preprint arXiv:2009.11201, 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization
A Siddhant, J Hu, M Johnson, O Firat, S Ruder
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
Recommending content based on group collaboration
S Shekhar, N Yadav, AS Bhandari, A Siddhant
US Patent App. 15/414,366, 2018
MixOut: A Simple Yet Effective Data Augmentation Scheme for Slot-Filling
M Kale, A Siddhant
Conversational Dialogue Systems for the Next Decade, 279-288, 0
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