Ella Charlaix

3 papers · 2020–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

EMNLP (2) NAACL (1)

Top co-authors

Mehdi Rezagholizadeh (2) Gabriele Prato (1) Alexander Rush (1) Victor Sanh (1) Marzieh Tahaei (1) François Lagunas (1) Vahid Nia (1) Ali Ghodsi (1)

Research topics

Machine Learning (3) Application Areas (3) Artificial Intelligence (2) Deep Learning (2) Core AI (2) Optimization & Theory (2) Natural Language Processing (1) Applications (1) Architectures (1) Learning Types (1) Models (1)

Keywords

knowledge distillation (2) transformer architecture (1) model quantization (1) neural machine translation (1) model pruning (1) attention head (1) pre-trained language model (1) parameter efficiency (1) structured pruning (1) kronecker decomposition (1) block pruning (1) movement pruning (1) model compression (1) fully quantized (1)

Papers

KroneckerBERT: Significant Compression of Pre-trained Language Models Through Kronecker Decomposition and Knowledge Distillation NAACL 2022 Block Pruning For Faster Transformers EMNLP 2021 Fully Quantized Transformer for Machine Translation EMNLP 2020