Ella Charlaix

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 6

Top Topics

Highly Efficient

Language Modelling

Pruning Methods

Top Venues

EMNLP (Findings)

Publications

Marzieh S. Tahaei, Ella Charlaix, Vahid Partovi Nia, Ali Ghodsi, Mehdi Rezagholizadeh
KroneckerBERT: Significant Compression of Pre-trained Language Models Through Kronecker Decomposition and Knowledge Distillation. NAACL-HLT (2022)
Marzieh S. Tahaei, Ella Charlaix, Vahid Partovi Nia, Ali Ghodsi, Mehdi Rezagholizadeh
KroneckerBERT: Learning Kronecker Decomposition for Pre-trained Language Models via Knowledge Distillation. CoRR (2021)
François Lagunas, Ella Charlaix, Victor Sanh, Alexander M. Rush
Block Pruning For Faster Transformers. CoRR (2021)
François Lagunas, Ella Charlaix, Victor Sanh, Alexander M. Rush
Block Pruning For Faster Transformers. EMNLP (1) (2021)
Gabriele Prato, Ella Charlaix, Mehdi Rezagholizadeh
Fully Quantized Transformer for Machine Translation. EMNLP (Findings) (2020)
Gabriele Prato, Ella Charlaix, Mehdi Rezagholizadeh
Fully Quantized Transformer for Improved Translation. CoRR (2019)