Alexandre Muzio

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 14

Top Topics

Machine Translation

Parallel Corpora

Cross Lingual Information Retrieval

Top Venues

Publications

Alexandre Muzio, Alex Sun, Churan He
SEER-MoE: Sparse Expert Efficiency through Regularization for Mixture-of-Experts. CoRR (2024)
Rui Liu, Young Jin Kim, Alexandre Muzio, Hany Hassan
Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers. ICML (2022)
Rui Liu, Young Jin Kim, Alexandre Muzio, Barzan Mozafari, Hany Hassan Awadalla
Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers. CoRR (2022)
Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei
DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders. CoRR (2021)
Yilin Yang, Akiko Eriguchi, Alexandre Muzio, Prasad Tadepalli, Stefan Lee, Hany Hassan
Improving Multilingual Translation by Representation and Gradient Regularization. CoRR (2021)
Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan, Xia Song, Furu Wei
Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task. WMT@EMNLP (2021)
Yimin Fan, Yaobo Liang, Alexandre Muzio, Hany Hassan, Houqiang Li, Ming Zhou, Nan Duan
Discovering Representation Sprachbund For Multilingual Pre-Training. EMNLP (Findings) (2021)
Young Jin Kim, Ammar Ahmad Awan, Alexandre Muzio, Andrés Felipe Cruz-Salinas, Liyang Lu, Amr Hendy, Samyam Rajbhandari, Yuxiong He, Hany Hassan Awadalla
Scalable and Efficient MoE Training for Multitask Multilingual Models. CoRR (2021)
Yimin Fan, Yaobo Liang, Alexandre Muzio, Hany Hassan, Houqiang Li, Ming Zhou, Nan Duan
Discovering Representation Sprachbund For Multilingual Pre-Training. CoRR (2021)
Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei
Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task. CoRR (2021)
Yilin Yang, Akiko Eriguchi, Alexandre Muzio, Prasad Tadepalli, Stefan Lee, Hany Hassan
Improving Multilingual Translation by Representation and Gradient Regularization. EMNLP (1) (2021)
Ricardo Bianchini, Marcus Fontoura, Eli Cortez, Anand Bonde, Alexandre Muzio, Ana-Maria Constantin, Thomas Moscibroda, Gabriel Magalhães, Girish Bablani, Mark Russinovich
Toward ML-centric cloud platforms. Commun. ACM 63 (2) (2020)
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
XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders. CoRR (2020)
Eli Cortez, Anand Bonde, Alexandre Muzio, Mark Russinovich, Marcus Fontoura, Ricardo Bianchini
Resource Central: Understanding and Predicting Workloads for Improved Resource Management in Large Cloud Platforms. SOSP (2017)