← Authors

Roman Grundkiewicz

40 papers · 2014–2025 · 8 conferences · across top CS/AI conferences

Achievements

๐Ÿƒ Academic Marathon (11) ๐Ÿ—บ๏ธ Taxonomy Completionist (47) ๐ŸŒ‰ Interdisciplinary Bridge ๐ŸŒˆ Renaissance Researcher (6) ๐Ÿงญ Keyword Pioneer ๐Ÿ Cross-Pollinator (8) ๐Ÿฃ Hot Topic Early Bird ๐ŸŒ Conference Polyglot (8) ๐Ÿ  Conference Loyalist (25) ๐Ÿค Dynamic Duo (20) ๐Ÿ‘ฅ Mega-Team (43) ๐Ÿ”ฌ Deep Specialist (29) ๐Ÿ’Ž Century Club (40) ๐Ÿ“ˆ Trend Setter ๐Ÿ—ƒ๏ธ Keyword Collector (131) โšก Prolific Year (5) ๐Ÿ”ฅ Unstoppable (12)

Conferences

EMNLP (25) ACL (7) IJCNLP (2) NAACL (2) AACL (1) COLING (1) CONLL (1) EACL (1)

Top co-authors

Marcin Junczys-Dowmunt (20) Kenneth Heafield (12) Tom Kocmi (10) Christian Federmann (8) Barry Haddow (8) Philipp Koehn (7) Ondล™ej Bojar (7) Thamme Gowda (7) Nikolay Bogoychev (7) Eleftherios Avramidis (7)

Keywords

neural machine translation (17) machine translation (15) 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

Findings of the WMT25 Multilingual Instruction Shared Task: Persistent Hurdles in Reasoning, Generation, and Evaluation EMNLP 2025
Findings of the WMT 2025 Shared Task on Model Compression: Early Insights on Compressing LLMs for Machine Translation 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 AACL 2023
Perplexity-Driven Case Encoding Needs Augmentation for CAPITALIZATION Robustness IJCNLP 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
A Crash Course in Automatic Grammatical Error Correction COLING 2020
Edinburghโ€™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
From Research to Production and Back: Ludicrously Fast Neural Machine Translation EMNLP 2019
The University of Edinburghโ€™s Submissions to the WMT19 News Translation Task ACL 2019
Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data ACL 2019
Minimally-Augmented Grammatical Error Correction EMNLP 2019
The University of Edinburghโ€™s Submissions to the WMT18 News Translation Task EMNLP 2018
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task NAACL 2018
Marian: Fast Neural Machine Translation in C++ ACL 2018
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
Marian: Cost-effective High-Quality Neural Machine Translation in C++ ACL 2018
Neural Machine Translation Techniques for Named Entity Transliteration 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