Roman Grundkiewicz
41 papers · 2014–2026 · 8 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+12 more ↓ Show less ↑
🏃 Academic Marathon (11) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (8) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(8)
🐣
Hot Topic Early Bird
🌍
Conference Polyglot
(8)
🏠
Conference Loyalist
(25)
🤝
Dynamic Duo
(20)
👥
Mega-Team
(43)
🔬
Deep Specialist
(29)
💎
Century Club
(40)
📈
Trend Setter
🗃️
Keyword Collector
(131)
⚡
Prolific Year
(5)
🔥
Unstoppable
(12)
Conferences
EMNLP (25)
ACL (8)
IJCNLP (2)
NAACL (2)
AACL (1)
COLING (1)
CONLL (1)
EACL (1)
Top co-authors
Keywords
neural machine translation
(17)
machine translation
(16)
knowledge distillation
(6)
human evaluation
(6)
model compression
(6)
translation quality
(6)
grammatical error correction
(5)
large language model
(5)
efficient inference
(4)
translation evaluation
(3)
transformer model
(3)
transfer learning
(3)
multilingual translation
(3)
teacher-student training
(3)
automatic post-editing
(3)
latency optimization
(2)
video processing
(2)
efficient translation
(2)
pose estimation
(2)
model quantization
(2)
Papers
PEAR: Pairwise Evaluation for Automatic Relative Scoring in Machine Translation
ACL 2026
Findings of the WMT 2025 Shared Task on Model Compression: Early Insights on Compressing LLMs for Machine Translation
EMNLP 2025
Findings of the WMT25 Multilingual Instruction Shared Task: Persistent Hurdles in Reasoning, Generation, and Evaluation
EMNLP 2025
Findings of the WMT25 General Machine Translation Shared Task: Time to Stop Evaluating on Easy Test Sets
EMNLP 2025
Error Span Annotation: A Balanced Approach for Human Evaluation of Machine Translation
EMNLP 2024
On Instruction-Finetuning Neural Machine Translation Models
EMNLP 2024
Findings of the WMT24 General Machine Translation Shared Task: The LLM Era Is Here but MT Is Not Solved Yet
EMNLP 2024
PyMarian: Fast Neural Machine Translation and Evaluation in Python
EMNLP 2024
Findings of the Second WMT Shared Task on Sign Language Translation (WMT-SLT23)
EMNLP 2023
SOTASTREAM: A Streaming Approach to Machine Translation Training
EMNLP 2023
Perplexity-Driven Case Encoding Needs Augmentation for CAPITALIZATION Robustness
IJCNLP 2023
Perplexity-Driven Case Encoding Needs Augmentation for CAPITALIZATION Robustness
AACL 2023
Findings of the 2023 Conference on Machine Translation (WMT23): LLMs Are Here but Not Quite There Yet
EMNLP 2023
Findings of the First WMT Shared Task on Sign Language Translation (WMT-SLT22)
EMNLP 2022
Findings of the IWSLT 2022 Evaluation Campaign
ACL 2022
Revisiting Locality Sensitive Hashing for Vocabulary Selection in Fast Neural Machine Translation
EMNLP 2022
Findings of the 2022 Conference on Machine Translation (WMT22)
EMNLP 2022
To Ship or Not to Ship: An Extensive Evaluation of Automatic Metrics for Machine Translation
EMNLP 2021
On User Interfaces for Large-Scale Document-Level Human Evaluation of Machine Translation Outputs
EACL 2021
Findings of the 2021 Conference on Machine Translation (WMT21)
EMNLP 2021
Findings of the WMT 2021 Shared Task on Efficient Translation
EMNLP 2021
Efficient Machine Translation with Model Pruning and Quantization
EMNLP 2021
Findings of the 2020 Conference on Machine Translation (WMT20)
EMNLP 2020
Edinburgh’s Submissions to the 2020 Machine Translation Efficiency Task
ACL 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
A Crash Course in Automatic Grammatical Error Correction
COLING 2020
Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data
ACL 2019
From Research to Production and Back: Ludicrously Fast Neural Machine Translation
EMNLP 2019
Minimally-Augmented Grammatical Error Correction
EMNLP 2019
The University of Edinburgh’s Submissions to the WMT19 News Translation Task
ACL 2019
Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation
NAACL 2018
MS-UEdin Submission to the WMT2018 APE Shared Task: Dual-Source Transformer for Automatic Post-Editing
EMNLP 2018
The University of Edinburgh’s Submissions to the WMT18 News Translation Task
EMNLP 2018
Marian: Cost-effective High-Quality Neural Machine Translation in C++
ACL 2018
Neural Machine Translation Techniques for Named Entity Transliteration
ACL 2018
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task
NAACL 2018
Marian: Fast Neural Machine Translation in C++
ACL 2018
An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing
IJCNLP 2017
Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction
EMNLP 2016
Human Evaluation of Grammatical Error Correction Systems
EMNLP 2015
The AMU System in the CoNLL-2014 Shared Task: Grammatical Error Correction by Data-Intensive and Feature-Rich Statistical Machine Translation
CONLL 2014