Marcin Szymański
4 papers · 2020–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Deep Learning
(4)
Natural Language Processing
(4)
Applications · Natural Language Processing
(4)
Machine Learning
(3)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Applications · Computer Science
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Resources & Methods
(1)
Keywords
neural machine translation
(3)
multilingual model
(2)
knowledge distillation
(2)
domain adaptation
(2)
document-level translation
(1)
quality estimation
(1)
model ensemble
(1)
model ensembling
(1)
beam search
(1)
a* algorithm
(1)
translation quality
(1)
decoding algorithm
(1)
domain classification
(1)
large language model
(1)
hypothesis reranking
(1)
a-star algorithm
(1)
a* decoding
(1)
llm-based translation
(1)
ensemble learning
(1)
hyperparameter optimization
(1)
Papers
A* Decoding for Machine Translation in LLMs - SRPOL Participation in WMT2025
EMNLP 2025
Samsung R&D Institute Poland Participation in WMT 2022
EMNLP 2022
Samsung R&D Institute Poland submission to WAT 2021 Indic Language Multilingual Task
ACL 2021
Samsung R&D Institute Poland submission to WMT20 News Translation Task
EMNLP 2020