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Sneha Reddy Kudugunta
Person information
- affiliation: Google Research
- affiliation (former): Indian Institute of Technology Hyderabad, Department of Computer Science and Engineering, India
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2020 – today
- 2024
- [c8]Kevin Robinson, Sneha Kudugunta, Romina Stella, Sunipa Dev, Jasmijn Bastings:
MiTTenS: A Dataset for Evaluating Gender Mistranslation. EMNLP 2024: 4115-4124 - [c7]Akari Asai, Sneha Kudugunta, Xinyan Yu, Terra Blevins, Hila Gonen, Machel Reid, Yulia Tsvetkov, Sebastian Ruder, Hannaneh Hajishirzi:
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer. NAACL-HLT 2024: 1771-1800 - [i12]Kevin Robinson, Sneha Kudugunta, Romina Stella, Sunipa Dev, Jasmijn Bastings:
MiTTenS: A Dataset for Evaluating Misgendering in Translation. CoRR abs/2401.06935 (2024) - 2023
- [c6]Sneha Kudugunta, Isaac Caswell, Biao Zhang, Xavier Garcia, Derrick Xin, Aditya Kusupati, Romi Stella, Ankur Bapna, Orhan Firat:
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset. NeurIPS 2023 - [i11]Akari Asai, Sneha Kudugunta, Xinyan Velocity Yu
, Terra Blevins, Hila Gonen, Machel Reid, Yulia Tsvetkov, Sebastian Ruder, Hannaneh Hajishirzi:
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer. CoRR abs/2305.14857 (2023) - [i10]Sneha Kudugunta, Isaac Caswell, Biao Zhang, Xavier Garcia, Christopher A. Choquette-Choo, Katherine Lee, Derrick Xin, Aditya Kusupati, Romi Stella, Ankur Bapna, Orhan Firat:
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset. CoRR abs/2309.04662 (2023) - [i9]Devvrit, Sneha Kudugunta, Aditya Kusupati, Tim Dettmers, Kaifeng Chen, Inderjit S. Dhillon, Yulia Tsvetkov, Hannaneh Hajishirzi, Sham M. Kakade, Ali Farhadi, Prateek Jain:
MatFormer: Nested Transformer for Elastic Inference. CoRR abs/2310.07707 (2023) - 2022
- [j3]Julia Kreutzer, Isaac Caswell, Lisa Wang, Ahsan Wahab, Daan van Esch, Nasanbayar Ulzii-Orshikh, Allahsera Tapo, Nishant Subramani, Artem Sokolov, Claytone Sikasote
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets. Trans. Assoc. Comput. Linguistics 10: 50-72 (2022) - [c5]Justin Gilmer, Behrooz Ghorbani, Ankush Garg, Sneha Kudugunta, Behnam Neyshabur, David Cardoze, George Edward Dahl, Zachary Nado, Orhan Firat:
A Loss Curvature Perspective on Training Instabilities of Deep Learning Models. ICLR 2022 - 2021
- [c4]Aashi Jain, Mandy Guo, Krishna Srinivasan, Ting Chen, Sneha Kudugunta, Chao Jia, Yinfei Yang, Jason Baldridge:
MURAL: Multimodal, Multitask Representations Across Languages. EMNLP (Findings) 2021: 3449-3463 - [c3]Sneha Kudugunta, Yanping Huang, Ankur Bapna, Maxim Krikun, Dmitry Lepikhin, Minh-Thang Luong, Orhan Firat:
Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference. EMNLP (Findings) 2021: 3577-3599 - [i8]Isaac Caswell, Julia Kreutzer, Lisa Wang, Ahsan Wahab, Daan van Esch, Nasanbayar Ulzii-Orshikh, Allahsera Tapo, Nishant Subramani, Artem Sokolov, Claytone Sikasote, Monang Setyawan, Supheakmungkol Sarin, Sokhar Samb, Benoît Sagot, Clara Rivera, Annette Rios, Isabel Papadimitriou, Salomey Osei
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets. AfricaNLP 2021 - [i7]Aashi Jain, Mandy Guo, Krishna Srinivasan, Ting Chen, Sneha Kudugunta, Chao Jia, Yinfei Yang, Jason Baldridge:
MURAL: Multimodal, Multitask Retrieval Across Languages. CoRR abs/2109.05125 (2021) - [i6]Sneha Kudugunta, Yanping Huang, Ankur Bapna, Maxim Krikun, Dmitry Lepikhin, Minh-Thang Luong, Orhan Firat:
Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference. CoRR abs/2110.03742 (2021) - [i5]Justin Gilmer, Behrooz Ghorbani, Ankush Garg, Sneha Kudugunta, Behnam Neyshabur, David Cardoze, George E. Dahl, Zachary Nado, Orhan Firat:
A Loss Curvature Perspective on Training Instability in Deep Learning. CoRR abs/2110.04369 (2021) - 2020
- [j2]Vaibhav B. Sinha
DANTE: Deep alternations for training neural networks. Neural Networks 131: 127-143 (2020) - [c2]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: 2827-2835 - [i4]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 abs/2005.04816 (2020)
2010 – 2019
- 2019
- [c1]Sneha Reddy Kudugunta, Ankur Bapna, Isaac Caswell, Orhan Firat:
Investigating Multilingual NMT Representations at Scale. EMNLP/IJCNLP (1) 2019: 1565-1575 - [i3]Sneha Kudugunta, Vaibhav B. Sinha, Adepu Ravi Sankar, Surya Teja Chavali, Purushottam Kar, Vineeth N. Balasubramanian:
DANTE: Deep AlterNations for Training nEural networks. CoRR abs/1902.00491 (2019) - [i2]Sneha Reddy Kudugunta, Ankur Bapna, Isaac Caswell, Naveen Arivazhagan, Orhan Firat:
Investigating Multilingual NMT Representations at Scale. CoRR abs/1909.02197 (2019) - 2018
- [j1]Sneha Kudugunta, Emilio Ferrara
Deep neural networks for bot detection. Inf. Sci. 467: 312-322 (2018) - [i1]Sneha Kudugunta, Emilio Ferrara:
Deep Neural Networks for Bot Detection. CoRR abs/1802.04289 (2018)
Coauthor Index
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last updated on 2024-11-15 19:33 CET by the dblp team
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