Aditya Siddhant

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Papers14 papers

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XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization

Hu Junjie,Ruder Sebastian,Siddhant Aditya,Neubig Graham,Firat Orhan, Johnson Melvin

ICML, pp.4411-4421, (2020)

Cited by15EIBibtex

Explicit Alignment Objectives for Multilingual Bidirectional Encoders

Junjie Hu, Melvin Johnson,Orhan Firat,Aditya Siddhant,Graham Neubig

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Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages

Xavier Garcia,Aditya Siddhant,Orhan Firat,Ankur P. Parikh

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Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation

Siddhant Aditya,Bapna Ankur,Cao Yuan,Firat Orhan,Chen Mia,Kudugunta Sneha,Arivazhagan Naveen,Wu Yonghui

ACL, pp.2827-2835, (2020)

EIBibtex

mT5: A massively multilingual pre-trained text-to-text transformer

Linting Xue,Noah Constant, Adam Roberts, Mihir Kale,Rami Al-Rfou,Aditya Siddhant, Aditya Barua,Colin Raffel

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Domain Adaptation of SRL Systems for Biological Processes

Dheeraj Rajagopal, Nidhi Vyas,Aditya Siddhant, Anirudha Rayasam,Niket Tandon,Eduard H. Hovy

BioNLP@ACL, pp.80-87, (2019)

EIBibtex

Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation

Siddhant Aditya, Johnson Melvin, Tsai Henry,Arivazhagan Naveen, Riesa Jason,Bapna Ankur,Firat Orhan, Raman Karthik

Cited by6Bibtex

Supervised Contextual Embeddings for Transfer Learning in Natural Language Processing Tasks

Mihir Kale,Aditya Siddhant, Sreyashi Nag, Radhika Parik,Matthias Grabmair, Anthony Tomasic

CoRR, (2019)

EIBibtex

Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents

Aditya Siddhant, Anuj Kumar Goyal,Angeliki Metallinou

AAAI, (2019)

Cited by13EIBibtex

VoCoG: An Intelligent, Non-Intrusive Assistant for Voice-based Collaborative Group-Viewing

Sumit Shekhar,Aditya Siddhant, Anindya Shankar Bhandari, Nishant Yadav

arXiv: Human-Computer Interaction, (2018)

EIBibtex

Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study

Aditya Siddhant,Zachary C. Lipton

EMNLP, (2018): 2904-2909

Cited by35EIBibtex

Leveraging native language speech for accent identification using deep Siamese networks

Aditya Siddhant,Preethi Jyothi,Sriram Ganapathy

ASRU, (2017): 621-628

EIBibtex

Vision based object follower automated guided vehicle using compressive tracking and stereo-vision

Nishchal K Verma, Pranay Nama, Gaurav Kumar,Aditya Siddhant, Akhilesh Raj, Narendra Kumar Dhar, Al Salour

2015 IEEE Bombay Section Symposium (IBSS), pp.1-6, (2015)

Cited by8Bibtex

Vision based obstacle avoidance and recognition system

Nishchal K Verma, Gaurav Kumar,Aditya Siddhant, Pranay Nama, Akhilesh Raj, Aquib Mustafa, Narendra Kumar Dhar, Al Salour

2015 IEEE Workshop on Computational Intelligence: Theories, Applications and Future Directions (WCI), pp.1-7, (2015)

Cited by4Bibtex

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