Martin Popel
29 papers · 2009–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (31) 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🤝
Dynamic Duo
(12)
🧭
Keyword Pioneer
👥
Mega-Team · Legion
🔬
Deep Specialist
(15)
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
❓
The Questioner
(2)
💎
Century Club · Bronze
🗃️
Keyword Collector
(92)
Venues
Top co-authors
Research topics
Natural Language Processing
(21)
Applications
(16)
Machine Learning
(15)
Application Areas
(8)
Deep Learning
(6)
Architectures
(6)
Learning Types · Machine Learning
(6)
Understanding
(6)
Artificial Intelligence
(4)
Core AI
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory
(3)
Resources & Methods
(3)
Interdisciplinary
(2)
Learning Paradigms
(2)
Keywords
neural machine translation
(13)
machine translation
(11)
human evaluation
(6)
coreference resolution
(6)
document-level translation
(5)
large language model
(4)
transformer model
(4)
translation quality
(4)
multilingual nlp
(3)
universal dependencies
(3)
natural language processing
(3)
direct assessment
(2)
entity clustering
(2)
translation evaluation
(2)
mention detection
(2)
bleu score
(2)
dependency parsing
(2)
multilingual parsing
(2)
syntactic parsing
(1)
named entity recognition
(1)
Papers
CUNI at WMT25 General Translation Task
EMNLP 2025
Findings of the Fourth Shared Task on Multilingual Coreference Resolution: Can LLMs Dethrone Traditional Approaches?
EMNLP 2025
Findings of the WMT25 General Machine Translation Shared Task: Time to Stop Evaluating on Easy Test Sets
EMNLP 2025
Charles Translator: A Machine Translation System between Ukrainian and Czech
COLING 2024
CUNI at WMT24 General Translation Task: LLMs, (Q)LoRA, CPO and Model Merging
EMNLP 2024
Findings of the Third Shared Task on Multilingual Coreference Resolution
EMNLP 2024
Findings of the WMT24 General Machine Translation Shared Task: The LLM Era Is Here but MT Is Not Solved Yet
EMNLP 2024
Universal Anaphora: The First Three Years
COLING 2024
CUNI at WMT23 General Translation Task: MT and a Genetic Algorithm
EMNLP 2023
Findings of the 2023 Conference on Machine Translation (WMT23): LLMs Are Here but Not Quite There Yet
EMNLP 2023
Findings of the Second Shared Task on Multilingual Coreference Resolution
EMNLP 2023
CUNI-Bergamot Submission at WMT22 General Translation Task
EMNLP 2022
CUNI Systems for the WMT 22 Czech-Ukrainian Translation Task
EMNLP 2022
Findings of the 2022 Conference on Machine Translation (WMT22)
EMNLP 2022
Findings of the Shared Task on Multilingual Coreference Resolution
COLING 2022
CUNI Systems in WMT21: Revisiting Backtranslation Techniques for English-Czech NMT
EMNLP 2021
Detecting Post-Edited References and Their Effect on Human Evaluation
EACL 2021
Do UD Trees Match Mention Spans in Coreference Annotations?
EMNLP 2021
Neural Machine Translation Quality and Post-Editing Performance
EMNLP 2021
Understanding Model Robustness to User-generated Noisy Texts
EMNLP 2021
CUNI English-Czech and English-Polish Systems in WMT20: Robust Document-Level Training
EMNLP 2020
Speed-optimized, Compact Student Models that Distill Knowledge from a Larger Teacher Model: the UEDIN-CUNI Submission to the WMT 2020 News Translation Task
EMNLP 2020
CUNI System for the WMT19 Robustness Task
ACL 2019
English-Czech Systems in WMT19: Document-Level Transformer
ACL 2019
CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies
CoNLL 2018
CUNI Transformer Neural MT System for WMT18
EMNLP 2018
CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies
CoNLL 2017
Coordination Structures in Dependency Treebanks
ACL 2013
Hidden Markov Tree Model in Dependency-based Machine Translation
ACL 2009