Marcin Junczys-Dowmunt

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 65

Top Topics

Machine Translation

Parallel Corpus

Error Correction

Target Language

Top Venues

WMT (shared task)

Publications

Rohit Jain, Huda Khayrallah, Roman Grundkiewicz, Marcin Junczys-Dowmunt
Perplexity-Driven Case Encoding Needs Augmentation for CAPITALIZATION Robustness. IJCNLP (2) (2023)
Matt Post, Marcin Junczys-Dowmunt
Escaping the sentence-level paradigm in machine translation. CoRR (2023)
Hieu Hoang, Huda Khayrallah, Marcin Junczys-Dowmunt
On-the-Fly Fusion of Large Language Models and Machine Translation. CoRR (2023)
Matt Post, Thamme Gowda, Roman Grundkiewicz, Huda Khayrallah, Rohit Jain, Marcin Junczys-Dowmunt
SOTASTREAM: A Streaming Approach to Machine Translation Training. CoRR (2023)
Thamme Gowda, Tom Kocmi, Marcin Junczys-Dowmunt
Cometoid: Distilling Strong Reference-based Machine Translation Metrics into Even Stronger Quality Estimation Metrics. WMT (2023)
Hieu Hoang, Marcin Junczys-Dowmunt, Roman Grundkiewicz, Huda Khayrallah
Revisiting Locality Sensitive Hashing for Vocabulary Selection in Fast Neural Machine Translation. WMT (2022)
Tom Kocmi, Christian Federmann, Roman Grundkiewicz, Marcin Junczys-Dowmunt, Hitokazu Matsushita, Arul Menezes
To Ship or Not to Ship: An Extensive Evaluation of Automatic Metrics for Machine Translation. WMT@EMNLP (2021)
Vikas Raunak, Arul Menezes, Marcin Junczys-Dowmunt
The Curious Case of Hallucinations in Neural Machine Translation. NAACL-HLT (2021)
Roman Grundkiewicz, Marcin Junczys-Dowmunt, Christian Federmann, Tom Kocmi
On User Interfaces for Large-Scale Document-Level Human Evaluation of Machine Translation Outputs. CoRR (2021)
Shuoyang Ding, Marcin Junczys-Dowmunt, Matt Post, Christian Federmann, Philipp Koehn
The JHU-Microsoft Submission for WMT21 Quality Estimation Shared Task. CoRR (2021)
Shuoyang Ding, Marcin Junczys-Dowmunt, Matt Post, Christian Federmann, Philipp Koehn
The JHU-Microsoft Submission for WMT21 Quality Estimation Shared Task. WMT@EMNLP (2021)
Tom Kocmi, Christian Federmann, Roman Grundkiewicz, Marcin Junczys-Dowmunt, Hitokazu Matsushita, Arul Menezes
To Ship or Not to Ship: An Extensive Evaluation of Automatic Metrics for Machine Translation. CoRR (2021)
Vikas Raunak, Arul Menezes, Marcin Junczys-Dowmunt
The Curious Case of Hallucinations in Neural Machine Translation. CoRR (2021)
Shuoyang Ding, Marcin Junczys-Dowmunt, Matt Post, Philipp Koehn
Levenshtein Training for Word-level Quality Estimation. EMNLP (1) (2021)
Shuoyang Ding, Marcin Junczys-Dowmunt, Matt Post, Philipp Koehn
Levenshtein Training for Word-level Quality Estimation. CoRR (2021)
Young Jin Kim, Marcin Junczys-Dowmunt, Hany Hassan, Alham Fikri Aji, Kenneth Heafield, Roman Grundkiewicz, Nikolay Bogoychev
From Research to Production and Back: Ludicrously Fast Neural Machine Translation. NGT@EMNLP-IJCNLP (2019)
Roman Grundkiewicz, Marcin Junczys-Dowmunt
Minimally-Augmented Grammatical Error Correction. W-NUT@EMNLP (2019)
Marcin Junczys-Dowmunt
Microsoft Translator at WMT 2019: Towards Large-Scale Document-Level Neural Machine Translation. CoRR (2019)
Roman Grundkiewicz, Marcin Junczys-Dowmunt, Kenneth Heafield
Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data. BEA@ACL (2019)
Marcin Junczys-Dowmunt
Microsoft Translator at WMT 2019: Towards Large-Scale Document-Level Neural Machine Translation. WMT (2) (2019)
Marcin Junczys-Dowmunt, Roman Grundkiewicz, Shubha Guha, Kenneth Heafield
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task. CoRR (2018)
Marcin Junczys-Dowmunt, Roman Grundkiewicz
MS-UEdin Submission to the WMT2018 APE Shared Task: Dual-Source Transformer for Automatic Post-Editing. CoRR (2018)
Hany Hassan, Anthony Aue, Chang Chen, Vishal Chowdhary, Jonathan Clark, Christian Federmann, Xuedong Huang, Marcin Junczys-Dowmunt, William Lewis, Mu Li, Shujie Liu, Tie-Yan Liu, Renqian Luo, Arul Menezes, Tao Qin, Frank Seide, Xu Tan, Fei Tian, Lijun Wu, Shuangzhi Wu, Yingce Xia, Dongdong Zhang, Zhirui Zhang, Ming Zhou
Achieving Human Parity on Automatic Chinese to English News Translation. CoRR (2018)
Marcin Junczys-Dowmunt
Are we experiencing the Golden Age of Automatic Post-Editing? PostEditing@AMTA (2018)
Marcin Junczys-Dowmunt, Kenneth Heafield, Hieu Hoang, Roman Grundkiewicz, Anthony Aue
Marian: Cost-effective High-Quality Neural Machine Translation in C++. NMT@ACL (2018)
Marcin Junczys-Dowmunt
Microsoft's Submission to the WMT2018 News Translation Task: How I Learned to Stop Worrying and Love the Data. CoRR (2018)
Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, Hieu Hoang, Kenneth Heafield, Tom Neckermann, Frank Seide, Ulrich Germann, Alham Fikri Aji, Nikolay Bogoychev, André F. T. Martins, Alexandra Birch
Marian: Fast Neural Machine Translation in C++. CoRR (2018)
Roman Grundkiewicz, Marcin Junczys-Dowmunt
Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation. CoRR (2018)
Marcin Junczys-Dowmunt
Microsoft's Submission to the WMT2018 News Translation Task: How I Learned to Stop Worrying and Love the Data. WMT (shared task) (2018)
Marcin Junczys-Dowmunt
Dual Conditional Cross-Entropy Filtering of Noisy Parallel Corpora. CoRR (2018)
Nikolay Bogoychev, Marcin Junczys-Dowmunt, Kenneth Heafield, Alham Fikri Aji
Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation. CoRR (2018)
Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, Hieu Hoang, Kenneth Heafield, Tom Neckermann, Frank Seide, Ulrich Germann, Alham Fikri Aji, Nikolay Bogoychev, André F. T. Martins, Alexandra Birch
Marian: Fast Neural Machine Translation in C++. ACL (4) (2018)
Marcin Junczys-Dowmunt
Dual Conditional Cross-Entropy Filtering of Noisy Parallel Corpora. WMT (shared task) (2018)
Marcin Junczys-Dowmunt, Roman Grundkiewicz
MS-UEdin Submission to the WMT2018 APE Shared Task: Dual-Source Transformer for Automatic Post-Editing. WMT (shared task) (2018)
Marcin Junczys-Dowmunt, Roman Grundkiewicz, Shubha Guha, Kenneth Heafield
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task. NAACL-HLT (2018)
Nikolay Bogoychev, Kenneth Heafield, Alham Fikri Aji, Marcin Junczys-Dowmunt
Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation. EMNLP (2018)
Marcin Junczys-Dowmunt, Kenneth Heafield, Hieu Hoang, Roman Grundkiewicz, Anthony Aue
Marian: Cost-effective High-Quality Neural Machine Translation in C++. CoRR (2018)
Roman Grundkiewicz, Marcin Junczys-Dowmunt
Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation. NAACL-HLT (2) (2018)
Marcin Junczys-Dowmunt, Roman Grundkiewicz
An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing. IJCNLP(1) (2017)
Maria Nadejde, Siva Reddy, Rico Sennrich, Tomasz Dwojak, Marcin Junczys-Dowmunt, Philipp Koehn, Alexandra Birch
Predicting Target Language CCG Supertags Improves Neural Machine Translation. WMT (2017)
Rico Sennrich, Orhan Firat, Kyunghyun Cho, Alexandra Birch, Barry Haddow, Julian Hitschler, Marcin Junczys-Dowmunt, Samuel Läubli, Antonio Valerio Miceli Barone, Jozef Mokry, Maria Nadejde
Nematus: a Toolkit for Neural Machine Translation. CoRR (2017)
Renars Liepins, Ulrich Germann, Guntis Barzdins, Alexandra Birch, Steve Renals, Susanne Weber, Peggy van der Kreeft, Hervé Bourlard, João Prieto, Ondrej Klejch, Peter Bell, Alexandros Lazaridis, Afonso Mendes, Sebastian Riedel, Mariana S. C. Almeida, Pedro Balage, Shay B. Cohen, Tomasz Dwojak, Philip N. Garner, Andreas Giefer, Marcin Junczys-Dowmunt, Hina Imran, David Nogueira, Ahmed M. Ali, Sebastião Miranda, Andrei Popescu-Belis, Lesly Miculicich Werlen, Nikos Papasarantopoulos, Abiola Obamuyide, Clive Jones, Fahim Dalvi, Andreas Vlachos, Yang Wang, Sibo Tong, Rico Sennrich, Nikolaos Pappas, Shashi Narayan, Marco Damonte, Nadir Durrani, Sameer Khurana, Ahmed Abdelali, Hassan Sajjad, Stephan Vogel, David Sheppey, Chris Hernon, Jeff Mitchell
The SUMMA Platform Prototype. EACL (Software Demonstrations) (2017)
Marcin Junczys-Dowmunt, Roman Grundkiewicz
The AMU-UEdin Submission to the WMT 2017 Shared Task on Automatic Post-Editing. WMT (2017)
Rico Sennrich, Orhan Firat, Kyunghyun Cho, Alexandra Birch, Barry Haddow, Julian Hitschler, Marcin Junczys-Dowmunt, Samuel Läubli, Antonio Valerio Miceli Barone, Jozef Mokry, Maria Nadejde
Nematus: a Toolkit for Neural Machine Translation. EACL (Software Demonstrations) (2017)
Marcin Junczys-Dowmunt, Roman Grundkiewicz
An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing. CoRR (2017)
André F. T. Martins, Marcin Junczys-Dowmunt, Fábio N. Kepler, Ramón Fernandez Astudillo, Chris Hokamp, Roman Grundkiewicz
Pushing the Limits of Translation Quality Estimation. Trans. Assoc. Comput. Linguistics 5 (2017)
Maria Nadejde, Siva Reddy, Rico Sennrich, Tomasz Dwojak, Marcin Junczys-Dowmunt, Philipp Koehn, Alexandra Birch
Syntax-aware Neural Machine Translation Using CCG. CoRR (2017)
Marcin Junczys-Dowmunt, Roman Grundkiewicz
Log-linear Combinations of Monolingual and Bilingual Neural Machine Translation Models for Automatic Post-Editing. CoRR (2016)
Marcin Junczys-Dowmunt, Roman Grundkiewicz
Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction. CoRR (2016)
Marcin Junczys-Dowmunt, Tomasz Dwojak, Hieu Hoang
Is Neural Machine Translation Ready for Deployment? A Case Study on 30 Translation Directions. IWSLT (2016)
Marcin Junczys-Dowmunt, Roman Grundkiewicz
Log-linear Combinations of Monolingual and Bilingual Neural Machine Translation Models for Automatic Post-Editing. WMT (2016)
Hieu Hoang, Nikolay Bogoychev, Lane Schwartz, Marcin Junczys-Dowmunt
Fast, Scalable Phrase-Based SMT Decoding. CoRR (2016)
Marcin Junczys-Dowmunt, Alexandra Birch
The University of Edinburgh's systems submission to the MT task at IWSLT. IWSLT (2016)
Marcin Junczys-Dowmunt, Tomasz Dwojak, Hieu Hoang
Is Neural Machine Translation Ready for Deployment? A Case Study on 30 Translation Directions. CoRR (2016)
Marcin Junczys-Dowmunt, Roman Grundkiewicz
Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction. EMNLP (2016)
Hieu Hoang, Nikolay Bogoychev, Lane Schwartz, Marcin Junczys-Dowmunt
Fast, Scalable Phrase-Based SMT Decoding. AMTA (1) (2016)
Michal Ziemski, Marcin Junczys-Dowmunt, Bruno Pouliquen
The United Nations Parallel Corpus v1.0. LREC (2016)
Marcin Junczys-Dowmunt, Tomasz Dwojak, Rico Sennrich
The AMU-UEDIN Submission to the WMT16 News Translation Task: Attention-based NMT Models as Feature Functions in Phrase-based SMT. WMT (2016)
Ales Tamchyna, Alexander M. Fraser, Ondrej Bojar, Marcin Junczys-Dowmunt
Target-Side Context for Discriminative Models in Statistical Machine Translation. ACL (1) (2016)
Marcin Junczys-Dowmunt, Tomasz Dwojak, Rico Sennrich
The AMU-UEDIN Submission to the WMT16 News Translation Task: Attention-based NMT Models as Feature Functions in Phrase-based SMT. CoRR (2016)
Ales Tamchyna, Alexander M. Fraser, Ondrej Bojar, Marcin Junczys-Dowmunt
Target-Side Context for Discriminative Models in Statistical Machine Translation. CoRR (2016)
Bruno Pouliquen, Marcin Junczys-Dowmunt, Blanca Pinero, Michal Ziemski
SMT at the International Maritime Organization: experiences with combining in-house corpora with out-of-domain corpora. EAMT (2015)
Roman Grundkiewicz, Marcin Junczys-Dowmunt
Reinvestigating the Classification Approach to the Article and Preposition Error Correction. LTC (2015)
Roman Grundkiewicz, Marcin Junczys-Dowmunt, Edward Gillian
Human Evaluation of Grammatical Error Correction Systems. EMNLP (2015)
Marcin Junczys-Dowmunt, Pawel Przybysz, Arleta Staszuk, Eun-Kyoung Kim, Jaewon Lee
Large scale speech-to-text translation with out-of-domain corpora using better context-based models and domain adaptation. INTERSPEECH (2015)
Marcin Junczys-Dowmunt, Roman Grundkiewicz
The AMU System in the CoNLL-2014 Shared Task: Grammatical Error Correction by Data-Intensive and Feature-Rich Statistical Machine Translation. CoNLL Shared Task (2014)
Roman Grundkiewicz, Marcin Junczys-Dowmunt
The WikEd Error Corpus: A Corpus of Corrective Wikipedia Edits and Its Application to Grammatical Error Correction. PolTAL (2014)
Marcin Junczys-Dowmunt, Bruno Pouliquen
SMT of German patents at WIPO: decompounding and verb structure pre-reordering. EAMT (2014)
Marcin Junczys-Dowmunt
A Space-Efficient Phrase Table Implementation Using Minimal Perfect Hash Functions. TSD (2012)
Marcin Junczys-Dowmunt
Phrasal Rank-Encoding: Exploiting Phrase Redundancy and Translational Relations for Phrase Table Compression. Prague Bull. Math. Linguistics 98 (2012)
Marcin Junczys-Dowmunt
A Phrase Table without Phrases: Rank Encoding for Better Phrase Table Compression. EAMT (2012)
Marcin Junczys-Dowmunt
A Genetic Programming Experiment in Natural Language Grammar Engineering. TSD (2012)
Marcin Junczys-Dowmunt, Arkadiusz Szal
SyMGiza++: Symmetrized Word Alignment Models for Statistical Machine Translation. SIIS (2011)
Marcin Junczys-Dowmunt, Arkadiusz Szal
SyMGiza++: A Tool for Parallel Computation of Symmetrized Word Alignment Models. IMCSIT (2010)
Marcin Junczys-Dowmunt
A Maximum Entropy Approach to Syntactic Translation Rule Filtering. CICLing (2010)
Marcin Junczys-Dowmunt
It's all about the trees towards a hybrid syntax-based MT system. IMCSIT (2009)
Marcin Junczys-Dowmunt
Influence of accurate compound noun splitting on bilingual vocabulary extraction. KONVENS (2008)