Fully Quantized Transformer for Improved Translation. - Gabriele Prato 001; Ella Charlaix; Mehdi Rezagholizadeh (CoRR, 2019)

Fully Quantized Transformer for Machine Translation. - Gabriele Prato 001; Ella Charlaix; Mehdi Rezagholizadeh (EMNLP (Findings), 2020)

Block Pruning For Faster Transformers. - François Lagunas; Ella Charlaix; Victor Sanh; Alexander M. Rush (EMNLP (1), 2021)

KroneckerBERT: Learning Kronecker Decomposition for Pre-trained Language Models via Knowledge Distillation. - Marzieh S. Tahaei; Ella Charlaix; Vahid Partovi Nia; Ali Ghodsi 001; Mehdi Rezagholizadeh (CoRR, 2021)

KroneckerBERT: Significant Compression of Pre-trained Language Models Through Kronecker Decomposition and Knowledge Distillation. - Marzieh S. Tahaei; Ella Charlaix; Vahid Partovi Nia; Ali Ghodsi 001; Mehdi Rezagholizadeh (NAACL-HLT, 2022)