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Journal Articles
- 2017
[j2]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: 205-218 (2017)- 2012
- [j1]Marcin Junczys-Dowmunt:
Phrasal Rank-Encoding: Exploiting Phrase Redundancy and Translational Relations for Phrase Table Compression. Prague Bull. Math. Linguistics 98: 63-74 (2012)
Conference and Workshop Papers
- 2024
- [c49]Hieu Hoang, Huda Khayrallah, Marcin Junczys-Dowmunt:
On-the-Fly Fusion of Large Language Models and Machine Translation. NAACL-HLT (Findings) 2024: 520-532 - 2023
- [c48]Rohit Jain, Huda Khayrallah, Roman Grundkiewicz, Marcin Junczys-Dowmunt:
Perplexity-Driven Case Encoding Needs Augmentation for CAPITALIZATION Robustness. IJCNLP (2) 2023: 146-156 - [c47]Thamme Gowda, Tom Kocmi, Marcin Junczys-Dowmunt:
Cometoid: Distilling Strong Reference-based Machine Translation Metrics into Even Stronger Quality Estimation Metrics. WMT 2023: 751-755 - 2022
- [c46]Hieu Hoang, Marcin Junczys-Dowmunt, Roman Grundkiewicz, Huda Khayrallah:
Revisiting Locality Sensitive Hashing for Vocabulary Selection in Fast Neural Machine Translation. WMT 2022: 855-869 - 2021
- [c45]Shuoyang Ding, Marcin Junczys-Dowmunt, Matt Post, Philipp Koehn:
Levenshtein Training for Word-level Quality Estimation. EMNLP (1) 2021: 6724-6733 - [c44]Vikas Raunak, Arul Menezes, Marcin Junczys-Dowmunt:
The Curious Case of Hallucinations in Neural Machine Translation. NAACL-HLT 2021: 1172-1183 - [c43]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: 478-494 - [c42]Shuoyang Ding, Marcin Junczys-Dowmunt, Matt Post, Christian Federmann, Philipp Koehn:
The JHU-Microsoft Submission for WMT21 Quality Estimation Shared Task. WMT@EMNLP 2021: 904-910 - 2019
- [c41]Roman Grundkiewicz, Marcin Junczys-Dowmunt:
Minimally-Augmented Grammatical Error Correction. W-NUT@EMNLP 2019: 357-363 - [c40]Roman Grundkiewicz, Marcin Junczys-Dowmunt, Kenneth Heafield
:
Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data. BEA@ACL 2019: 252-263 - [c39]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: 280-288 - [c38]Marcin Junczys-Dowmunt:
Microsoft Translator at WMT 2019: Towards Large-Scale Document-Level Neural Machine Translation. WMT (2) 2019: 225-233 - 2018
- [c37]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: 116-121 - [c36]Marcin Junczys-Dowmunt, Kenneth Heafield, Hieu Hoang, Roman Grundkiewicz, Anthony Aue:
Marian: Cost-effective High-Quality Neural Machine Translation in C++. NMT@ACL 2018: 129-135 - [c35]Marcin Junczys-Dowmunt:
Are we experiencing the Golden Age of Automatic Post-Editing? PostEditing@AMTA 2018: 144-206 - [c34]Nikolay Bogoychev, Kenneth Heafield, Alham Fikri Aji, Marcin Junczys-Dowmunt:
Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation. EMNLP 2018: 2991-2996 - [c33]Roman Grundkiewicz, Marcin Junczys-Dowmunt:
Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation. NAACL-HLT (2) 2018: 284-290 - [c32]Marcin Junczys-Dowmunt, Roman Grundkiewicz, Shubha Guha, Kenneth Heafield:
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task. NAACL-HLT 2018: 595-606 - [c31]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: 425-430 - [c30]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: 822-826 - [c29]Marcin Junczys-Dowmunt:
Dual Conditional Cross-Entropy Filtering of Noisy Parallel Corpora. WMT (shared task) 2018: 888-895 - 2017
- [c28]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: 65-68 - [c27]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: 116-119 - [c26]Marcin Junczys-Dowmunt, Roman Grundkiewicz:
An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing. IJCNLP(1) 2017: 120-129 - [c25]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: 68-79 - [c24]Marcin Junczys-Dowmunt, Roman Grundkiewicz:
The AMU-UEdin Submission to the WMT 2017 Shared Task on Automatic Post-Editing. WMT 2017: 639-646 - 2016
- [c23]Ales Tamchyna, Alexander M. Fraser, Ondrej Bojar, Marcin Junczys-Dowmunt:
Target-Side Context for Discriminative Models in Statistical Machine Translation. ACL (1) 2016 - [c22]Hieu Hoang, Nikolay Bogoychev, Lane Schwartz, Marcin Junczys-Dowmunt:
Fast, Scalable Phrase-Based SMT Decoding. AMTA (1) 2016: 40-52 - [c21]Marcin Junczys-Dowmunt, Roman Grundkiewicz:
Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction. EMNLP 2016: 1546-1556 - [c20]Marcin Junczys-Dowmunt, Tomasz Dwojak, Hieu Hoang:
Is Neural Machine Translation Ready for Deployment? A Case Study on 30 Translation Directions. IWSLT 2016 - [c19]Marcin Junczys-Dowmunt, Alexandra Birch:
The University of Edinburgh's systems submission to the MT task at IWSLT. IWSLT 2016 - [c18]Michal Ziemski, Marcin Junczys-Dowmunt, Bruno Pouliquen:
The United Nations Parallel Corpus v1.0. LREC 2016 - [c17]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: 319-325 - [c16]Marcin Junczys-Dowmunt, Roman Grundkiewicz:
Log-linear Combinations of Monolingual and Bilingual Neural Machine Translation Models for Automatic Post-Editing. WMT 2016: 751-758 - 2015
- [c15]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 - [c14]Roman Grundkiewicz, Marcin Junczys-Dowmunt, Edward Gillian:
Human Evaluation of Grammatical Error Correction Systems. EMNLP 2015: 461-470 - [c13]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: 2272-2276 - [c12]Roman Grundkiewicz, Marcin Junczys-Dowmunt:
Reinvestigating the Classification Approach to the Article and Preposition Error Correction. LTC 2015: 112-122 - 2014
- [c11]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: 25-33 - [c10]Marcin Junczys-Dowmunt, Bruno Pouliquen:
SMT of German patents at WIPO: decompounding and verb structure pre-reordering. EAMT 2014: 217-220 - [c9]Roman Grundkiewicz, Marcin Junczys-Dowmunt:
The WikEd Error Corpus: A Corpus of Corrective Wikipedia Edits and Its Application to Grammatical Error Correction. PolTAL 2014: 478-490 - 2012
- [c8]Marcin Junczys-Dowmunt:
A Phrase Table without Phrases: Rank Encoding for Better Phrase Table Compression. EAMT 2012: 245-252 - [c7]Marcin Junczys-Dowmunt:
A Space-Efficient Phrase Table Implementation Using Minimal Perfect Hash Functions. TSD 2012: 320-327 - [c6]Marcin Junczys-Dowmunt:
A Genetic Programming Experiment in Natural Language Grammar Engineering. TSD 2012: 336-344 - 2011
- [c5]Marcin Junczys-Dowmunt, Arkadiusz Szal:
SyMGiza++: Symmetrized Word Alignment Models for Statistical Machine Translation. SIIS 2011: 379-390 - 2010
- [c4]Marcin Junczys-Dowmunt:
A Maximum Entropy Approach to Syntactic Translation Rule Filtering. CICLing 2010: 451-463 - [c3]Marcin Junczys-Dowmunt, Arkadiusz Szal:
SyMGiza++: A Tool for Parallel Computation of Symmetrized Word Alignment Models. IMCSIT 2010: 397-401 - 2009
- [c2]Marcin Junczys-Dowmunt:
It's all about the trees towards a hybrid syntax-based MT system. IMCSIT 2009: 219-226 - 2008
- [c1]Marcin Junczys-Dowmunt:
Influence of accurate compound noun splitting on bilingual vocabulary extraction. KONVENS 2008: 91-104
Parts in Books or Collections
- 2013
- [p1]Filip Gralinski, Krzysztof Jassem, Marcin Junczys-Dowmunt:
PSI-Toolkit: A Natural Language Processing Pipeline. Computational Linguistics - Applications 2013: 27-39
Editorship
- 2020
- [e1]Alexandra Birch, Andrew M. Finch, Hiroaki Hayashi, Kenneth Heafield, Marcin Junczys-Dowmunt, Ioannis Konstas, Xian Li, Graham Neubig, Yusuke Oda:
Proceedings of the Fourth Workshop on Neural Generation and Translation, NGT@ACL 2020, Online, July 5-10, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-17-0 [contents]
Informal and Other Publications
- 2024
- [i28]Thamme Gowda, Roman Grundkiewicz, Elijah Rippeth, Matt Post, Marcin Junczys-Dowmunt:
PyMarian: Fast Neural Machine Translation and Evaluation in Python. CoRR abs/2408.11853 (2024) - 2023
- [i27]Matt Post, Marcin Junczys-Dowmunt:
Escaping the sentence-level paradigm in machine translation. CoRR abs/2304.12959 (2023) - [i26]Matt Post, Thamme Gowda, Roman Grundkiewicz, Huda Khayrallah, Rohit Jain, Marcin Junczys-Dowmunt:
SOTASTREAM: A Streaming Approach to Machine Translation Training. CoRR abs/2308.07489 (2023) - [i25]Hieu Hoang, Huda Khayrallah, Marcin Junczys-Dowmunt:
On-the-Fly Fusion of Large Language Models and Machine Translation. CoRR abs/2311.08306 (2023) - 2021
- [i24]Vikas Raunak, Arul Menezes, Marcin Junczys-Dowmunt:
The Curious Case of Hallucinations in Neural Machine Translation. CoRR abs/2104.06683 (2021) - [i23]Roman Grundkiewicz, Marcin Junczys-Dowmunt, Christian Federmann, Tom Kocmi:
On User Interfaces for Large-Scale Document-Level Human Evaluation of Machine Translation Outputs. CoRR abs/2104.10408 (2021) - [i22]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 abs/2107.10821 (2021) - [i21]Shuoyang Ding, Marcin Junczys-Dowmunt, Matt Post, Philipp Koehn:
Levenshtein Training for Word-level Quality Estimation. CoRR abs/2109.05611 (2021) - [i20]Shuoyang Ding, Marcin Junczys-Dowmunt, Matt Post, Christian Federmann, Philipp Koehn:
The JHU-Microsoft Submission for WMT21 Quality Estimation Shared Task. CoRR abs/2109.08724 (2021) - 2019
- [i19]Marcin Junczys-Dowmunt:
Microsoft Translator at WMT 2019: Towards Large-Scale Document-Level Neural Machine Translation. CoRR abs/1907.06170 (2019) - 2018
- [i18]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 abs/1803.05567 (2018) - [i17]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 abs/1804.00344 (2018) - [i16]Marcin Junczys-Dowmunt, Roman Grundkiewicz, Shubha Guha, Kenneth Heafield:
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task. CoRR abs/1804.05940 (2018) - [i15]Roman Grundkiewicz, Marcin Junczys-Dowmunt:
Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation. CoRR abs/1804.05945 (2018) - [i14]Marcin Junczys-Dowmunt, Kenneth Heafield, Hieu Hoang, Roman Grundkiewicz, Anthony Aue:
Marian: Cost-effective High-Quality Neural Machine Translation in C++. CoRR abs/1805.12096 (2018) - [i13]Nikolay Bogoychev, Marcin Junczys-Dowmunt, Kenneth Heafield, Alham Fikri Aji:
Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation. CoRR abs/1808.08859 (2018) - [i12]Marcin Junczys-Dowmunt, Roman Grundkiewicz:
MS-UEdin Submission to the WMT2018 APE Shared Task: Dual-Source Transformer for Automatic Post-Editing. CoRR abs/1809.00188 (2018) - [i11]Marcin Junczys-Dowmunt:
Microsoft's Submission to the WMT2018 News Translation Task: How I Learned to Stop Worrying and Love the Data. CoRR abs/1809.00196 (2018) - [i10]Marcin Junczys-Dowmunt:
Dual Conditional Cross-Entropy Filtering of Noisy Parallel Corpora. CoRR abs/1809.00197 (2018) - 2017
- [i9]Maria Nadejde, Siva Reddy, Rico Sennrich, Tomasz Dwojak, Marcin Junczys-Dowmunt, Philipp Koehn, Alexandra Birch:
Syntax-aware Neural Machine Translation Using CCG. CoRR abs/1702.01147 (2017) - [i8]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 abs/1703.04357 (2017) - [i7]Marcin Junczys-Dowmunt, Roman Grundkiewicz:
An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing. CoRR abs/1706.04138 (2017) - 2016
- [i6]Marcin Junczys-Dowmunt, Roman Grundkiewicz:
Log-linear Combinations of Monolingual and Bilingual Neural Machine Translation Models for Automatic Post-Editing. CoRR abs/1605.04800 (2016) - [i5]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 abs/1605.04809 (2016) - [i4]Marcin Junczys-Dowmunt, Roman Grundkiewicz:
Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction. CoRR abs/1605.06353 (2016) - [i3]Ales Tamchyna, Alexander M. Fraser, Ondrej Bojar, Marcin Junczys-Dowmunt:
Target-Side Context for Discriminative Models in Statistical Machine Translation. CoRR abs/1607.01149 (2016) - [i2]Marcin Junczys-Dowmunt, Tomasz Dwojak, Hieu Hoang:
Is Neural Machine Translation Ready for Deployment? A Case Study on 30 Translation Directions. CoRR abs/1610.01108 (2016) - [i1]Hieu Hoang, Nikolay Bogoychev, Lane Schwartz, Marcin Junczys-Dowmunt:
Fast, Scalable Phrase-Based SMT Decoding. CoRR abs/1610.04265 (2016)
Coauthor Index
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