Ella Charlaix

According to our database, Ella Charlaix authored at least 5 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

KroneckerBERT: Significant Compression of Pre-trained Language Models Through Kronecker Decomposition and Knowledge Distillation.

Marzieh S. Tahaei, Ella Charlaix, Vahid Partovi Nia, Ali Ghodsi, Mehdi Rezagholizadeh

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

2021

KroneckerBERT: Learning Kronecker Decomposition for Pre-trained Language Models via Knowledge Distillation.

Marzieh S. Tahaei, Ella Charlaix, Vahid Partovi Nia, Ali Ghodsi, Mehdi Rezagholizadeh

CoRR, 2021

Block Pruning For Faster Transformers.

François Lagunas, Ella Charlaix, Victor Sanh, Alexander M. Rush

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Fully Quantized Transformer for Machine Translation.

Gabriele Prato, Ella Charlaix, Mehdi Rezagholizadeh

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

Fully Quantized Transformer for Improved Translation.

Gabriele Prato, Ella Charlaix, Mehdi Rezagholizadeh

CoRR, 2019