← Authors

Marcin Junczys-Dowmunt

34 papers · 2014–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (11) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (8) πŸ—ΊοΈ Taxonomy Completionist (40) πŸŒ‰ Interdisciplinary Bridge 🐺 Lone Wolf (4) πŸ”¬ Deep Specialist (22) πŸ‘₯ Mega-Team (46) 🀝 Dynamic Duo (20) πŸ—ƒοΈ Keyword Collector (116) ⚑ Prolific Year (5) πŸ“ˆ Trend Setter πŸ’Ž Century Club (34) πŸ”₯ Unstoppable (6)

Conferences

EMNLP (18) ACL (5) NAACL (4) EACL (3) IJCNLP (2) AACL (1) CONLL (1)

Top co-authors

Roman Grundkiewicz (20) Kenneth Heafield (6) Matt Post (5) Huda Khayrallah (5) Hieu Hoang (4) Alexandra Birch (3) Alham Fikri Aji (3) Christian Federmann (3) Thamme Gowda (3) Nikolay Bogoychev (3)

Keywords

neural machine translation (14) machine translation (7) knowledge distillation (5) grammatical error correction (4) efficient inference (3) quality estimation (3) transfer learning (3) levenshtein transformer (2) automatic post-editing (2) large language model (2) data filtering (2) confusion set (2) translation quality (2) transformer model (2) text generation (2) model compression (2) bleu score (2) teacher-student training (2) named entity recognition (1) ensemble learning (1)

Papers

GEMBA V2: Ten Judgments Are Better Than One EMNLP 2025
PyMarian: Fast Neural Machine Translation and Evaluation in Python EMNLP 2024
On-the-Fly Fusion of Large Language Models and Machine Translation NAACL 2024
On Instruction-Finetuning Neural Machine Translation Models EMNLP 2024
Evaluation and Large-scale Training for Contextual Machine Translation EMNLP 2024
Perplexity-Driven Case Encoding Needs Augmentation for CAPITALIZATION Robustness AACL 2023
SOTASTREAM: A Streaming Approach to Machine Translation Training EMNLP 2023
Cometoid: Distilling Strong Reference-based Machine Translation Metrics into Even Stronger Quality Estimation Metrics EMNLP 2023
Perplexity-Driven Case Encoding Needs Augmentation for CAPITALIZATION Robustness IJCNLP 2023
Revisiting Locality Sensitive Hashing for Vocabulary Selection in Fast Neural Machine Translation EMNLP 2022
On User Interfaces for Large-Scale Document-Level Human Evaluation of Machine Translation Outputs EACL 2021
Levenshtein Training for Word-level Quality Estimation EMNLP 2021
To Ship or Not to Ship: An Extensive Evaluation of Automatic Metrics for Machine Translation EMNLP 2021
The JHU-Microsoft Submission for WMT21 Quality Estimation Shared Task EMNLP 2021
The Curious Case of Hallucinations in Neural Machine Translation NAACL 2021
Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data ACL 2019
Microsoft Translator at WMT 2019: Towards Large-Scale Document-Level Neural Machine Translation ACL 2019
Minimally-Augmented Grammatical Error Correction EMNLP 2019
From Research to Production and Back: Ludicrously Fast Neural Machine Translation EMNLP 2019
MS-UEdin Submission to the WMT2018 APE Shared Task: Dual-Source Transformer for Automatic Post-Editing EMNLP 2018
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task NAACL 2018
Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation NAACL 2018
Marian: Cost-effective High-Quality Neural Machine Translation in C++ ACL 2018
Marian: Fast Neural Machine Translation in C++ ACL 2018
Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation EMNLP 2018
Microsoft’s Submission to the WMT2018 News Translation Task: How I Learned to Stop Worrying and Love the Data EMNLP 2018
Dual Conditional Cross-Entropy Filtering of Noisy Parallel Corpora EMNLP 2018
The SUMMA Platform Prototype EACL 2017
An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing IJCNLP 2017
Nematus: a Toolkit for Neural Machine Translation EACL 2017
Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction EMNLP 2016
Target-Side Context for Discriminative Models in Statistical Machine Translation ACL 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