Alexandre Muzio

15 papers A* 2Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
SEER-MoE: Sparse Expert Efficiency through Regularization for Mixture-of-Experts.
CoRR
Alexandre Muzio, Alex Sun, Churan He
2024 J jnl
SQL-PaLM: Improved large language model adaptation for Text-to-SQL.
Trans. Mach. Learn. Res.
Ruoxi Sun, Sercan Ö. Arik, Alexandre Muzio, Lesly Miculicich, Satya Kesav Gundabathula, Pengcheng Yin, Hanjun Dai, Hootan Nakhost, Rajarishi Sinha, Zifeng Wang, Tomas Pfister
2022 A* conf
Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers.
ICML
Rui Liu, Young Jin Kim, Alexandre Muzio, Hany Hassan
2022 J jnl
Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers.
CoRR
Rui Liu, Young Jin Kim, Alexandre Muzio, Barzan Mozafari, Hany Hassan Awadalla
2021 J jnl
DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders.
CoRR
Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei
2021 — conf
Discovering Representation Sprachbund For Multilingual Pre-Training.
EMNLP (Findings)
Yimin Fan, Yaobo Liang, Alexandre Muzio, Hany Hassan, Houqiang Li, Ming Zhou, Nan Duan
2021 J jnl
Discovering Representation Sprachbund For Multilingual Pre-Training.
CoRR
Yimin Fan, Yaobo Liang, Alexandre Muzio, Hany Hassan, Houqiang Li, Ming Zhou, Nan Duan
2021 — conf
Improving Multilingual Translation by Representation and Gradient Regularization.
EMNLP (1)
Yilin Yang, Akiko Eriguchi, Alexandre Muzio, Prasad Tadepalli, Stefan Lee, Hany Hassan
2021 J jnl
Improving Multilingual Translation by Representation and Gradient Regularization.
CoRR
Yilin Yang, Akiko Eriguchi, Alexandre Muzio, Prasad Tadepalli, Stefan Lee, Hany Hassan
2021 — conf
Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task.
WMT@EMNLP
Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan, Xia Song, Furu Wei
2021 J jnl
Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task.
CoRR
Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei
2021 J jnl
Scalable and Efficient MoE Training for Multitask Multilingual Models.
CoRR
Young Jin Kim, Ammar Ahmad Awan, Alexandre Muzio, Andrés Felipe Cruz-Salinas, Liyang Lu, Amr Hendy, Samyam Rajbhandari, Yuxiong He, Hany Hassan Awadalla
2020 J jnl
Toward ML-centric cloud platforms.
Commun. ACM
Ricardo Bianchini, Marcus Fontoura, Eli Cortez, Anand Bonde, Alexandre Muzio, Ana-Maria Constantin, Thomas Moscibroda, Gabriel Magalhães, Girish Bablani, Mark Russinovich
2020 J jnl
XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders.
CoRR
Shuming Ma, Jian Yang, Haoyang Huang, Zewen Chi, Li Dong, Dongdong Zhang, Hany Hassan Awadalla, Alexandre Muzio, Akiko Eriguchi, Saksham Singhal, Xia Song, Arul Menezes, Furu Wei
2017 A* conf
Resource Central: Understanding and Predicting Workloads for Improved Resource Management in Large Cloud Platforms.
SOSP
Eli Cortez, Anand Bonde, Alexandre Muzio, Mark Russinovich, Marcus Fontoura, Ricardo Bianchini