Marcin Junczys-Dowmunt
34 papers · 2014–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (11) π Interdisciplinary Bridge π Conference Polyglot (7) π§ Keyword Pioneer π£ Hot Topic Early Bird
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Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(40)
π
Interdisciplinary Bridge
πΊ
Lone Wolf
(4)
π¬
Deep Specialist
(22)
π₯
Mega-Team
(46)
π€
Dynamic Duo
(20)
ποΈ
Keyword Collector
(116)
β‘
Prolific Year
(5)
π
Trend Setter
π
Century Club
(34)
π₯
Unstoppable
(6)
Conferences
EMNLP (18)
ACL (5)
NAACL (4)
EACL (3)
IJCNLP (2)
AACL (1)
CONLL (1)
Top co-authors
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
Microsoftβs 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