Aditya Siddhant

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 37

Top Topics

Natural Language

Machine Translation

Top Venues

Publications

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