Aditya Siddhant

38 papers A* 6C 1Journal 21Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	HARBOR: Holistic Adaptive Risk assessment model for BehaviORal healthcare. CoRR Aditya Siddhant
2023	—	`conf`	Dialect-robust Evaluation of Generated Text. ACL (1) Jiao Sun, Thibault Sellam, Elizabeth Clark, Tu Vu, Timothy Dozat, Dan Garrette, Aditya Siddhant, Jacob Eisenstein, Sebastian Gehrmann
2023	—	`conf`	MetricX-23: The Google Submission to the WMT 2023 Metrics Shared Task. WMT Juraj Juraska, Mara Finkelstein, Daniel Deutsch, Aditya Siddhant, Mehdi Mirzazadeh, Markus Freitag
2023	J	`jnl`	Reinforced Self-Training (ReST) for Language Modeling. CoRR Çaglar Gülçehre, Tom Le Paine, Srivatsan Srinivasan, Ksenia Konyushkova, Lotte Weerts, Abhishek Sharma, Aditya Siddhant, Alex Ahern, Miaosen Wang, Chenjie Gu, Wolfgang Macherey, Arnaud Doucet, Orhan Firat, Nando de Freitas
2023	A*	`conf`	SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Evaluation. EMNLP Elizabeth Clark, Shruti Rijhwani, Sebastian Gehrmann, Joshua Maynez, Roee Aharoni, Vitaly Nikolaev, Thibault Sellam, Aditya Siddhant, Dipanjan Das, Ankur P. Parikh
2023	J	`jnl`	SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Evaluation. CoRR Elizabeth Clark, Shruti Rijhwani, Sebastian Gehrmann, Joshua Maynez, Roee Aharoni, Vitaly Nikolaev, Thibault Sellam, Aditya Siddhant, Dipanjan Das, Ankur P. Parikh
2022	J	`jnl`	Building Machine Translation Systems for the Next Thousand Languages. CoRR Ankur Bapna, Isaac Caswell, Julia Kreutzer, Orhan Firat, Daan van Esch, Aditya Siddhant, Mengmeng Niu, Pallavi Baljekar, Xavier Garcia, Wolfgang Macherey, Theresa Breiner, Vera Axelrod, Jason Riesa, Yuan Cao, Mia Xu Chen, Klaus Macherey, Maxim Krikun, Pidong Wang, Alexander Gutkin, Apurva Shah, Yanping Huang, Zhifeng Chen, Yonghui Wu, Macduff Hughes
2022	—	`conf`	DOCmT5: Document-Level Pretraining of Multilingual Language Models. NAACL-HLT (Findings) Chia-Hsuan Lee, Aditya Siddhant, Viresh Ratnakar, Melvin Johnson
2022	J	`jnl`	Dialect-robust Evaluation of Generated Text. CoRR Jiao Sun, Thibault Sellam, Elizabeth Clark, Tu Vu, Timothy Dozat, Dan Garrette, Aditya Siddhant, Jacob Eisenstein, Sebastian Gehrmann
2022	J	`jnl`	Towards the Next 1000 Languages in Multilingual Machine Translation: Exploring the Synergy Between Supervised and Self-Supervised Learning. CoRR Aditya Siddhant, Ankur Bapna, Orhan Firat, Yuan Cao, Mia Xu Chen, Isaac Caswell, Xavier Garcia
2021	J	`jnl`	DOCmT5: Document-Level Pretraining of Multilingual Language Models. CoRR Chia-Hsuan Lee, Aditya Siddhant, Viresh Ratnakar, Melvin Johnson
2021	J	`jnl`	Distilling Large Language Models into Tiny and Effective Students using pQRNN. CoRR Prabhu Kaliamoorthi, Aditya Siddhant, Edward Li, Melvin Johnson
2021	—	`conf`	Explicit Alignment Objectives for Multilingual Bidirectional Encoders. NAACL-HLT Junjie Hu, Melvin Johnson, Orhan Firat, Aditya Siddhant, Graham Neubig
2021	—	`conf`	Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages. NAACL-HLT Xavier Garcia, Aditya Siddhant, Orhan Firat, Ankur P. Parikh
2021	—	`conf`	XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation. EMNLP (1) Sebastian Ruder, Noah Constant, Jan A. Botha, Aditya Siddhant, Orhan Firat, Jinlan Fu, Pengfei Liu, Junjie Hu, Dan Garrette, Graham Neubig, Melvin Johnson
2021	J	`jnl`	XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation. CoRR Sebastian Ruder, Noah Constant, Jan A. Botha, Aditya Siddhant, Orhan Firat, Jinlan Fu, Pengfei Liu, Junjie Hu, Graham Neubig, Melvin Johnson
2021	—	`conf`	mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer. NAACL-HLT Linting Xue, Noah Constant, Adam Roberts, Mihir Kale, Rami Al-Rfou, Aditya Siddhant, Aditya Barua, Colin Raffel
2021	—	`conf`	nmT5 - Is parallel data still relevant for pre-training massively multilingual language models? ACL/IJCNLP (2) Mihir Kale, Aditya Siddhant, Rami Al-Rfou, Linting Xue, Noah Constant, Melvin Johnson
2021	J	`jnl`	nmT5 - Is parallel data still relevant for pre-training massively multilingual language models? CoRR Mihir Kale, Aditya Siddhant, Noah Constant, Melvin Johnson, Rami Al-Rfou, Linting Xue
2020	A*	`conf`	Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation. AAAI Aditya Siddhant, Melvin Johnson, Henry Tsai, Naveen Ari, Jason Riesa, Ankur Bapna, Orhan Firat, Karthik Raman
2020	J	`jnl`	Explicit Alignment Objectives for Multilingual Bidirectional Encoders. CoRR Junjie Hu, Melvin Johnson, Orhan Firat, Aditya Siddhant, Graham Neubig
2020	J	`jnl`	Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages. CoRR Xavier Garcia, Aditya Siddhant, Orhan Firat, Ankur P. Parikh
2020	A*	`conf`	Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation. ACL Aditya Siddhant, Ankur Bapna, Yuan Cao, Orhan Firat, Mia Xu Chen, Sneha Reddy Kudugunta, Naveen Arivazhagan, Yonghui Wu
2020	J	`jnl`	Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation. CoRR Aditya Siddhant, Ankur Bapna, Yuan Cao, Orhan Firat, Mia Xu Chen, Sneha Reddy Kudugunta, Naveen Arivazhagan, Yonghui Wu
2020	—	`conf`	MixOut: A Simple Yet Effective Data Augmentation Scheme for Slot-Filling. IWSDS Mihir Kale, Aditya Siddhant
2020	A*	`conf`	XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation. ICML Junjie Hu, Sebastian Ruder, Aditya Siddhant, Graham Neubig, Orhan Firat, Melvin Johnson
2020	J	`jnl`	XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization. CoRR Junjie Hu, Sebastian Ruder, Aditya Siddhant, Graham Neubig, Orhan Firat, Melvin Johnson
2020	J	`jnl`	mT5: A massively multilingual pre-trained text-to-text transformer. CoRR Linting Xue, Noah Constant, Adam Roberts, Mihir Kale, Rami Al-Rfou, Aditya Siddhant, Aditya Barua, Colin Raffel
2019	—	`conf`	Domain Adaptation of SRL Systems for Biological Processes. BioNLP@ACL Dheeraj Rajagopal, Nidhi Vyas, Aditya Siddhant, Anirudha Rayasam, Niket Tandon, Eduard H. Hovy
2019	J	`jnl`	Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation. CoRR Aditya Siddhant, Melvin Johnson, Henry Tsai, Naveen Arivazhagan, Jason Riesa, Ankur Bapna, Orhan Firat, Karthik Raman
2019	J	`jnl`	Supervised Contextual Embeddings for Transfer Learning in Natural Language Processing Tasks. CoRR Mihir Kale, Aditya Siddhant, Sreyashi Nag, Radhika Parik, Matthias Grabmair, Anthony Tomasic
2019	A*	`conf`	Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents. AAAI Aditya Siddhant, Anuj Kumar Goyal, Angeliki Metallinou
2018	A*	`conf`	Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study. EMNLP Aditya Siddhant, Zachary C. Lipton
2018	J	`jnl`	Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study. CoRR Aditya Siddhant, Zachary C. Lipton
2018	J	`jnl`	Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents. CoRR Aditya Siddhant, Anuj Kumar Goyal, Angeliki Metallinou
2018	J	`jnl`	VoCoG: An Intelligent, Non-Intrusive Assistant for Voice-based Collaborative Group-Viewing. CoRR Sumit Shekhar, Aditya Siddhant, Anindya Shankar Bhandari, Nishant Yadav
2017	J	`jnl`	Leveraging Native Language Speech for Accent Identification using Deep Siamese Networks. CoRR Aditya Siddhant, Preethi Jyothi, Sriram Ganapathy
2017	C	`conf`	Leveraging native language speech for accent identification using deep Siamese networks. ASRU Aditya Siddhant, Preethi Jyothi, Sriram Ganapathy