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Siddhant, Aditya
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1

MixOut: A Simple Yet Effective Data Augmentation Scheme for..:

, In: Lecture Notes in Electrical Engineering; Conversational Dialogue Systems for the Next Decade,
Kale, Mihir ; Siddhant, Aditya - p. 279-288 , 2020
Link: https://doi.org/10.1007/..
 
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2

Reinforced Self-Training (ReST) for Language Modeling:

Gulcehre, Caglar ; Paine, Tom Le ; Srinivasan, Srivatsan...
http://arxiv.org/abs/2308.08998.  , 2023
Link: http://arxiv.org/abs/230..
 
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3

SEAHORSE: A Multilingual, Multifaceted Dataset for Summariz..:

Clark, Elizabeth ; Rijhwani, Shruti ; Gehrmann, Sebastian...
http://arxiv.org/abs/2305.13194.  , 2023
Link: http://arxiv.org/abs/230..
 
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4

Building Machine Translation Systems for the Next Thousand ..:

Bapna, Ankur ; Caswell, Isaac ; Kreutzer, Julia...
http://arxiv.org/abs/2205.03983.  , 2022
Link: http://arxiv.org/abs/220..
 
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5

Towards the Next 1000 Languages in Multilingual Machine Tra..:

Siddhant, Aditya ; Bapna, Ankur ; Firat, Orhan...
http://arxiv.org/abs/2201.03110.  , 2022
Link: http://arxiv.org/abs/220..
 
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6

Dialect-robust Evaluation of Generated Text:

Sun, Jiao ; Sellam, Thibault ; Clark, Elizabeth...
http://arxiv.org/abs/2211.00922.  , 2022
Link: http://arxiv.org/abs/221..
 
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7

Distilling Large Language Models into Tiny and Effective St..:

Kaliamoorthi, Prabhu ; Siddhant, Aditya ; Li, Edward.
http://arxiv.org/abs/2101.08890.  , 2021
Link: http://arxiv.org/abs/210..
 
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8

DOCmT5: Document-Level Pretraining of Multilingual Language..:

Lee, Chia-Hsuan ; Siddhant, Aditya ; Ratnakar, Viresh.
http://arxiv.org/abs/2112.08709.  , 2021
Link: http://arxiv.org/abs/211..
 
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9

XTREME-R: Towards More Challenging and Nuanced Multilingual..:

Ruder, Sebastian ; Constant, Noah ; Botha, Jan...
http://arxiv.org/abs/2104.07412.  , 2021
Link: http://arxiv.org/abs/210..
 
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10

nmT5 -- Is parallel data still relevant for pre-training ma..:

Kale, Mihir ; Siddhant, Aditya ; Constant, Noah...
http://arxiv.org/abs/2106.02171.  , 2021
Link: http://arxiv.org/abs/210..
 
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11

Explicit Alignment Objectives for Multilingual Bidirectiona..:

Hu, Junjie ; Johnson, Melvin ; Firat, Orhan..
http://arxiv.org/abs/2010.07972.  , 2020
Link: http://arxiv.org/abs/201..
 
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12

mT5: A massively multilingual pre-trained text-to-text tran..:

Xue, Linting ; Constant, Noah ; Roberts, Adam...
http://arxiv.org/abs/2010.11934.  , 2020
Link: http://arxiv.org/abs/201..
 
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13

Leveraging Monolingual Data with Self-Supervision for Multi..:

Siddhant, Aditya ; Bapna, Ankur ; Cao, Yuan...
http://arxiv.org/abs/2005.04816.  , 2020
Link: http://arxiv.org/abs/200..
 
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14

Harnessing Multilinguality in Unsupervised Machine Translat..:

Garcia, Xavier ; Siddhant, Aditya ; Firat, Orhan.
http://arxiv.org/abs/2009.11201.  , 2020
Link: http://arxiv.org/abs/200..
 
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15

XTREME: A Massively Multilingual Multi-task Benchmark for E..:

Hu, Junjie ; Ruder, Sebastian ; Siddhant, Aditya...
http://arxiv.org/abs/2003.11080.  , 2020
Link: http://arxiv.org/abs/200..
 
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