Shruti Bhosale

Research Engineer, Facebook

Joined

July 2019

Names

Shruti Bhosale

Emails

****@gmail.com (Confirmed)

****@fb.com (Confirmed)

Personal Links

Career & Education History

Research Engineer

Facebook (fb.com)

2017 – Present

Software Engineer

LinkedIn (linkedin.com)

2014 – 2017

MS student

University of Texas, Austin (utexas.edu)

2012 – 2014

Advisors, Relations & Conflicts

No relations added

Expertise

Machine Learning for NLP

Present

Efficient Methods for NLP

Present

Machine Translation and Multilinguality

Present

Publications

Scaling neural machine translation to 200 languages
Kaushik Ram Sadagopan, Angela Fan, Marta R. Costa-jussà, Maha Elbayad, Shruti Bhosale, Vedanuj Goswami, Philipp Koehn
- Nature 2024
- Readers: Everyone
Toward Efficient Inference for Mixture of Experts
Haiyang Huang, Newsha Ardalani, Anna Sun, Liu Ke, Shruti Bhosale, Hsien-Hsin S. Lee, Carole-Jean Wu, Benjamin Lee
- NeurIPS 2024 poster
- Readers: Everyone
Effective Long-Context Scaling of Foundation Models
Jingyu Liu, Wenhan Xiong, Igor Molybog, Hejia Zhang, Prajjwal Bhargava, Rui Hou, Louis Martin, Rashi Rungta, Karthik Abinav Sankararaman, Barlas Oguz, Madian Khabsa, Han Fang, Yashar Mehdad, Sharan Narang, Kshitiz Malik, Angela Fan, Shruti Bhosale, Sergey Edunov, Mike Lewis, Sinong Wang et al. (1 additional authors not shown)
- NAACL 2024
- Readers: Everyone
Revisiting Machine Translation for Cross-lingual Classification
Mikel Artetxe, Vedanuj Goswami, Shruti Bhosale, Angela Fan, Luke Zettlemoyer
- EMNLP 2023 Main
- Readers: Everyone
No Language Left Behind: Scaling Human-Centered Machine Translation
Marta R. Costa-jussà, James Cross, Onur Çelebi, Maha Elbayad, Kenneth Heafield, Kevin Heffernan, Elahe Kalbassi, Janice Lam, Daniel Licht, Jean Maillard, Anna Sun, Skyler Wang, Guillaume Wenzek, Al Youngblood, Bapi Akula, Loic Barrault, Gabriel Mejia Gonzalez, Prangthip Hansanti, John Hoffman, Semarley Jarrett et al. (18 additional authors not shown)
- 23 Sept 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Facebook AI WMT21 News Translation Task Submission
Chau Tran, Shruti Bhosale, James Cross, Philipp Koehn, Sergey Edunov, Angela Fan
- 2021 (modified: 08 Nov 2021)
- CoRR 2021
- Readers: Everyone
BASE Layers: Simplifying Training of Large, Sparse Models
Mike Lewis, Shruti Bhosale, Tim Dettmers, Naman Goyal, Luke Zettlemoyer
- 2021 (modified: 08 Nov 2021)
- ICML 2021
- Readers: Everyone
Tricks for Training Sparse Translation Models
Dheeru Dua, Shruti Bhosale, Vedanuj Goswami, James Cross, Mike Lewis, Angela Fan
- 2021 (modified: 08 Nov 2021)
- CoRR 2021
- Readers: Everyone
Few-shot Learning with Multilingual Language Models
Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, Tianlu Wang, Shuohui Chen, Daniel Simig, Myle Ott, Naman Goyal, Shruti Bhosale, Jingfei Du, Ramakanth Pasunuru, Sam Shleifer, Punit Singh Koura, Vishrav Chaudhary, Brian O'Horo, Jeff Wang, Luke Zettlemoyer, Zornitsa Kozareva, Mona T. Diab, Veselin Stoyanov et al. (1 additional authors not shown)
- 2021 (modified: 06 Jan 2022)
- CoRR 2021
- Readers: Everyone
Efficient Large Scale Language Modeling with Mixtures of Experts
Mikel Artetxe, Shruti Bhosale, Naman Goyal, Todor Mihaylov, Myle Ott, Sam Shleifer, Xi Victoria Lin, Jingfei Du, Srinivasan Iyer, Ramakanth Pasunuru, Giri Anantharaman, Xian Li, Shuohui Chen, Halil Akin, Mandeep Baines, Louis Martin, Xing Zhou, Punit Singh Koura, Brian O'Horo, Jeff Wang et al. (4 additional authors not shown)
- 2021 (modified: 06 Jan 2022)
- CoRR 2021
- Readers: Everyone

View all 14 publications

Co-Authors

View all 101 co-authors