Marcin Chochowski
6 papers · 2018–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (15)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(14)
Conferences
EMNLP (2)
ACL (1)
ICML (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
neural machine translation
(4)
knowledge distillation
(3)
model ensembling
(2)
domain adaptation
(2)
multilingual model
(2)
system combination
(1)
model pruning
(1)
language model
(1)
synthetic datum
(1)
model ensemble
(1)
beam search
(1)
low resource language
(1)
neural network
(1)
low resource translation
(1)
basque english
(1)
model compression
(1)
llm compression
(1)
hyperparameter optimization
(1)
data augmentation
(1)
document-level translation
(1)
Papers
Compact Language Models via Pruning and Knowledge Distillation
NIPS 2024
Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference
ICML 2024
Samsung R&D Institute Poland submission to WAT 2021 Indic Language Multilingual Task
ACL 2021
Samsung R&D Institute Poland submission to WAT 2021 Indic Language Multilingual Task
IJCNLP 2021
Samsung R&D Institute Poland submission to WMT20 News Translation Task
EMNLP 2020
Samsung and University of Edinburgh’s System for the IWSLT 2018 Low Resource MT Task
EMNLP 2018