Sneha Kudugunta - Concepedia

Concepedia

Author

Sneha Kudugunta

Google (United States)ORCID

Also Known As

Kudugunta, Sneha, Kudugunta, Sneha Reddy, Sneha Kudugunta

24

Publications

1.1K

Citations

10

H-Index

35

Concepts

All Affiliations

Google (United States)

SK

About

Sneha Kudugunta is an author at Google (United States) specializing in engineering, computational linguistics, and linguistics.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	8	8	1K
2	Language Studies	6	6	372
3	Computer Science	2	2	643
4	Data Science	2	2	45
5	Education	1	1	158

Sneha Kudugunta

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11

Publications

1.1K

Citations

10

H-Index

	Year	Citations
Deep neural networks for bot detection Sneha Kudugunta, Emilio Ferrara Information Sciences Artificial IntelligenceAbuse DetectionDeep Neural NetworksEngineeringMachine Learning	2018	485
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets Julia Kreutzer, Isaac Caswell, Lisa Wang, Transactions of the Association for Computational Linguistics Web-crawled Multilingual DatasetsEngineeringCross-lingual RepresentationMultilingualismMultilingual Pretraining	2022	161
PaLM 2 Technical Report Rohan Anil, Andrew M. Dai, Melvin Johnson, arXiv (Cornell University) Artificial IntelligenceLlm Fine-tuningEngineeringMachine LearningEducation	2023	158
Investigating Multilingual NMT Representations at Scale Sneha Kudugunta, Ankur Bapna, Isaac Caswell Natural Language ProcessingApplied LinguisticsEngineeringCross-lingual RepresentationComputational Linguistics	2019	100
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation Aditya Siddhant, Ankur Bapna, Yuan Cao, Natural Language ProcessingApplied LinguisticsSyntaxEngineeringMathematical Linguistics	2020	53
MURAL: Multimodal, Multitask Representations Across Languages Aashi Jain, Mandy Guo, Krishna Srinivasan,	2021	38
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation Aditya Siddhant, Ankur Bapna, Yuan Cao, arXiv (Cornell University) Natural Language ProcessingComputer-assisted TranslationEngineeringData ScienceMultimodal Translation	2020	35
Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference Sneha Kudugunta, Yanping Huang, Ankur Bapna,	2021	31
MURAL: Multimodal, Multitask Retrieval Across Languages Aashi Jain, Mandy Guo, Krishna Srinivasan, arXiv (Cornell University) EngineeringMachine LearningMultimodal LearningNatural Language ProcessingMultimodal Llm	2021	13
Investigating Multilingual NMT Representations at Scale Sneha Kudugunta, Ankur Bapna, Isaac Caswell, arXiv (Cornell University) EngineeringMachine LearningCross-lingual RepresentationMultilingualismMultilingual Nmt	2019	10

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