Aditya Siddhant

发表

mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer pdf

Colin Raffel, Linting Xue, Noah Constant, 2020, NAACL.

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

Gaurav Kumar, Narendra Kumar Dhar, Nishchal K. Verma, 2015, 2015 IEEE Bombay Section Symposium (IBSS).

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

Zachary C. Lipton, Aditya Siddhant, Zachary Chase Lipton, 2018, EMNLP.

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

Sumit Shekhar, Nishant Yadav, Aditya Siddhant, 2018, ArXiv.

Explicit Alignment Objectives for Multilingual Bidirectional Encoders pdf

Graham Neubig, Orhan Firat, Aditya Siddhant, 2020, NAACL.

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

Ankur Bapna, Naveen Arivazhagan, Orhan Firat, 2020, ACL.

Distilling Large Language Models into Tiny and Effective Students using pQRNN

Prabhu Kaliamoorthi, Aditya Siddhant, Edward Li, 2021, ArXiv.

Leveraging native language speech for accent identification using deep Siamese networks

Preethi Jyothi, Aditya Siddhant, Sriram Ganapathy, 2017, 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU).

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

Ankur Bapna, Naveen Arivazhagan, Orhan Firat, 2020, AAAI.

Supervised Contextual Embeddings for Transfer Learning in Natural Language Processing Tasks pdf

Matthias Grabmair, Anthony Tomasic, Sreyashi Nag, 2019, ArXiv.

Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages pdf

Orhan Firat, Ankur P. Parikh, Aditya Siddhant, 2020, ArXiv.

Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents

Angeliki Metallinou, Aditya Siddhant, Anuj Kumar Goyal, 2018, AAAI.

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

Graham Neubig, Orhan Firat, Sebastian Ruder, 2020, ICML.

MixOut: A Simple Yet Effective Data Augmentation Scheme for Slot-Filling

Mihir Kale, Aditya Siddhant, Mihir Kale, 2020, International Workshop on Spoken Dialogue Systems Technology.

Domain Adaptation of SRL Systems for Biological Processes

Eduard H. Hovy, Nidhi Vyas, Dheeraj Rajagopal, 2019, BioNLP@ACL.

Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages pdf

Orhan Firat, Ankur P. Parikh, Aditya Siddhant, 2020, NAACL.

Explicit Alignment Objectives for Multilingual Bidirectional Encoders

Graham Neubig, Orhan Firat, Aditya Siddhant, 2021, NAACL.

XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation

Jinlan Fu, Orhan Firat, Sebastian Ruder, 2021, EMNLP.

Towards the Next 1000 Languages in Multilingual Machine Translation: Exploring the Synergy Between Supervised and Self-Supervised Learning pdf

Ankur Bapna, Orhan Firat, Aditya Siddhant, 2022, ArXiv.

DOCmT5: Document-Level Pretraining of Multilingual Language Models pdf

Melvin Johnson, Aditya Siddhant, Viresh Ratnakar, 2021, ArXiv.

mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer

Colin Raffel, Adam Roberts, Linting Xue, 2021, NAACL.

nmT5 - Is parallel data still relevant for pre-training massively multilingual language models?

Linting Xue, Noah Constant, Mihir Kale, 2021, ACL.

Vision based obstacle avoidance and recognition system

Narendra Kumar Dhar, Nishchal K. Verma, Al Salour, 2015, 2015 IEEE Workshop on Computational Intelligence: Theories, Applications and Future Directions (WCI).