Papers
- TranslateLocally: Blazing-fast translation running on the local CPU
Nikolay Bogoychev, Jelmer Van der Linde, and . EMNLP, Punta Cana, Dominican Republic, 7—9 November, 2021.
[Paper] [Software] [BibTeX] - Findings of the WMT 2021 Shared Task on Efficient Translation
, Qianqian Zhu, and Roman Grundkiewicz. WMT at EMNLP, Punta Cana, Dominican Republic, 10—11 November, 2021.
[Paper] [Slides] [Blog] [Raw results] [BibTeX] - Efficient Machine Translation with Model Pruning and Quantization
Maximiliana Behnke, Nikolay Bogoychev, Alham Fikri Aji, , Graeme Nail, Qianqian Zhu, Svetlana Tchistiakova, Jelmer van der Linde, Pinzhen Chen, Sidharth Kashyap, and Roman Grundkiewicz. WMT at EMNLP, Punta Cana, Dominican Republic, 10—11 November, 2021.
[Paper] [BibTeX] - The University of Edinburgh's English-German and English-Hausa Submissions to the WMT21 News Translation Task
Pinzhen Chen, Jindřich Helcl, Ulrich Germann, Laurie Burchell, Nikolay Bogoychev, Antonio Valerio Miceli Barone, Jonas Waldendorf, Alexandra Birch, and . WMT at EMNLP, Punta Cana, Dominican Republic, 10—11 November, 2021.
[Paper] [BibTeX] - Pruning Neural Machine Translation for Speed Using Group Lasso
Maximiliana Behnke and . WMT at EMNLP, Punta Cana, Dominican Republic, 10—11 November, 2021.
[Paper] [BibTeX] - Gender Bias Amplification During Speed-Quality Optimization in Neural Machine Translation
Adithya Renduchintala, Denise Diaz, , Xian Li, and Mona Diab. ACL, Online, 2—4 August, 2021.
[Paper] [BibTeX]
- Speed-optimized, Compact Student Models that Distill Knowledge from a Larger Teacher Model: the UEDIN-CUNI Submission to the WMT 2020 News Translation Task
Ulrich Germann, Roman Grundkiewicz, Martin Popel, Radina Dobreva, Nikolay Bogoychev, and . WMT at EMNLP, Online, 19—20 November, 2020.
[Paper] [BibTeX] - Losing Heads in the Lottery: Pruning Transformer Attention in Neural Machine Translation
Maximiliana Behnke and . EMNLP, Online, 16—18 November, 2020.
[Paper] [BibTeX] - The Sockeye 2 Neural Machine Translation Toolkit at AMTA 2020
Tobias Domhan, Michael Denkowski, David Vilar, Xing Niu, Felix Hieber, and . AMTA, Virtual, 5—9 October, 2020.
[Paper] [BibTeX] - Compressing Neural Machine Translation Models with 4-bit Precision
Alham Fikri Aji and . WNGT at ACL, Online, 9—10 July, 2020.
[Paper] [BibTeX] - Edinburgh's Submissions to the 2020 Machine Translation Efficiency Task
Nikolay Bogoychev, Roman Grundkiewicz, Alham Fikri Aji, Maximiliana Behnke, , Sidharth Kashyap, Emmanouil-Ioannis Farsarakis, and Mateusz Chudyk. WNGT at ACL, Online, 9—10 July, 2020.
[Paper] [Raw results] [BibTeX] - Findings of the Fourth Workshop on Neural Generation and Translation
, Hiroaki Hayashi, Yusuke Oda, Ioannis Konstas, Andrew Finch, Graham Neubig, Xian Li, and Alexandra Birch. WNGT at ACL, Online, 9—10 July, 2020.
[Paper] [Slides] [Raw results] [BibTeX] - In Neural Machine Translation, What Does Transfer Learning Transfer?
Alham Fikri Aji, Nikolay Bogoychev, , and Rico Sennrich. ACL, Online, 6 July, 2020.
[Paper] [BibTeX] - Parallel Sentence Mining by Constrained Decoding
Pinzhen Chen, Nikolay Bogoychev, , and Faheem Kirefu. ACL, Online, 6 July, 2020.
[Paper] [BibTeX] - ParaCrawl: Web-Scale Acquisition of Parallel Corpora
Marta Bañón, Pinzhen Chen, Barry Haddow, , Hieu Hoang, Miquel Esplà-Gomis, Mikel L. Forcada, Amir Kamran, Faheem Kirefu, Philipp Koehn, Sergio Ortiz Rojas, Leopoldo Pla Sempere, Gema Ramírez-Sánchez, Elsa Sarrías, Marek Strelec, Brian Thompson, William Waites, Dion Wiggins, and Jaume Zaragoza. ACL, Online, 6 July, 2020.
[Paper] [Corpus] [BibTeX]
- From Research to Production and Back: Ludicrously Fast Neural Machine Translation
Young Jin Kim, Marcin Junczys-Dowmunt, Hany Hassan, Alham Fikri Aji, , Roman Grundkiewicz, and Nikolay Bogoychev. WNGT at EMNLP, Hong Kong, 4 November, 2019.
[Paper] [BibTeX] - Zero-Resource Neural Machine Translation with Monolingual Pivot Data
Anna Currey and . WNGT at EMNLP, Hong Kong, 4 November, 2019.
[Paper] [BibTeX] - Making Asynchronous Stochastic Gradient Descent Work for Transformers
Alham Fikri Aji and . WNGT at EMNLP, Hong Kong, 4 November, 2019.
[Paper] [BibTeX] - Combining Global Sparse Gradients with Local Gradients in Distributed Neural Network Training
Alham Fikri Aji, , and Nikolay Bogoychev. EMNLP-IJCNLP, Hong Kong, 5—7 November, 2019.
[Paper] [BibTeX] - Incorporating Source Syntax into Transformer-Based Neural Machine Translation
Anna Currey and . WMT at ACL, Florence, Italy, 1—2 August, 2019.
[Paper] [BibTeX] - Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data
Roman Grundkiewicz, Marcin Junczys-Dowmunt, and . BEA at ACL, Florence, Italy, 2 August, 2019.
[Paper] [BibTeX] - Surprise Languages: Rapid-Response Cross-Language IR
Douglas Oard, Petra Galuscakova, Kathleen McKeown, Marine Carpuat, Ramy Eskander, , Efsun Kayi, Chris Kedzie, Smaranda Muresan, Suraj Nair, Xing Niu, Dragomir Radev, Anton Ragni, Han-Chin Shing, Yan Virin, Weijia Xu, Rui Zhang, Elena Zotkina, Joseph Barrow, and Mark Gales. EVIA, Tokyo, Japan, 10 June, 2019.
[Paper] [BibTeX]
- Findings of the WMT 2018 Shared Task on Parallel Corpus Filtering
Philipp Koehn, Huda Khayrallah, , and Mikel L. Forcada. WMT at EMNLP, Brussels, Belgium, 31 October, 2018.
[Paper] [BibTeX] - The University of Edinburgh's Submissions to the WMT18 News Translation Task
Barry Haddow, Nikolay Bogoychev, Denis Emelin, Ulrich Germann, Roman Grundkiewicz, , Antonio Valerio Miceli Barone, and Rico Sennrich. WMT at EMNLP, Brussels, Belgium, 31 October, 2018.
[Paper] [BibTeX] - Multi-Source Syntactic Neural Machine Translation
Anna Currey and . EMNLP, Brussels, Belgium, 2—4 November, 2018.
[Paper] [BibTeX] - Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation
Nikolay Bogoychev, Marcin Junczys-Dowmunt, , and Alham Fikri Aji. EMNLP, Brussels, Belgium, 2—4 November, 2018.
[Paper] [BibTeX] - Marian: Cost-effective High-Quality Neural Machine Translation in C++
Marcin Junczys-Dowmunt, , Hieu Hoang, Roman Grundkiewicz, and Anthony Aue. WNMT, Melbourne, Australia, 20 July, 2018.
[Paper] [BibTeX] - Neural Machine Translation Techniques for Named Entity Transliteration
Roman Grundkiewicz and . NEWS, Melbourne, Australia, 20 July, 2018.
[Paper] [BibTeX] - Fast Neural Machine Translation Implementation
Hieu Hoang, Tomasz Dwojak, Rihards Krislauks, Daniel Torregrosa, and . WNMT, Melbourne, Australia, 20 July, 2018.
[Paper] [BibTeX] - Unsupervised Source Hierarchies for Low-Resource Neural Machine Translation
Anna Currey and . RELNLP, Melbourne, Australia, 19 July, 2018.
[Paper] [BibTeX] - Marian: Fast Neural Machine Translation in C++
Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, Hieu Hoang, , Tom Neckermann, Frank Seide, Ulrich Germann, Alham Fikri Aji, Nikolay Bogoychev, André F. T. Martins, and Alexandra Birch. ACL Demos, Melbourne, Australia, 15—20 July, 2018.
[Paper] [BibTeX] - Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task
Marcin Junczys-Dowmunt, Roman Grundkiewicz, Shubha Guha, and . NAACL, New Orleans, Louisiana, 1—6 June, 2018.
[Paper] [BibTeX]
- Sparse Communication for Distributed Gradient Descent
Alham Fikri Aji and . EMNLP, Copenhagen, Denmark, 9—11 September, 2017.
[Paper] [BibTeX] - Copied Monolingual Data Improves Low-Resource Neural Machine Translation
Anna Currey, Antonio Valerio Miceli Barone, and . WMT at EMNLP, Copenhagen, Denmark, 7—8 September, 2017.
[Paper] [BibTeX] - The University of Edinburgh’s Neural MT Systems for WMT17
Rico Sennrich, Alexandra Birch, Anna Currey, Ulrich Germann, Barry Haddow, , Antonio Valerio Miceli Barone, and Philip Williams. WMT at EMNLP, Copenhagen, Denmark, 7—8 September, 2017.
[Paper] [BibTeX]
- Normalized Log-Linear Language Model Interpolation is Efficient
, Chase Geigle, Sean Massung, and Lane Schwartz. ACL, Berlin, Germany, 8—10 August, 2016.
[Paper] [BibTeX]
- Language Identification and Modeling in Specialized Hardware
, Rohan Kshirsagar, and Santiago Barona. ACL, Beijing, China, 26—31 July, 2015.
[Paper] [BibTeX]
- Edinburgh’s Phrase-based Machine Translation Systems for WMT-14
Nadir Durrani, Barry Haddow, Philipp Koehn, and . WMT at ACL, Baltimore, MD, USA, 26—27 June, 2014.
[Paper] [BibTeX] - Stanford University’s Submissions to the WMT 2014 Translation Task
Julia Neidert, Sebastian Schuster, Spence Green, , and Christopher D. Manning. WMT at ACL, Baltimore, MD, USA, 26—27 June, 2014.
[Paper] [BibTeX] - Faster Phrase-Based Decoding by Refining Feature State
, Michael Kayser, and Christopher D. Manning. ACL, Baltimore, MD, USA, 22—25 June, 2014.
[Paper] [Code] [BibTeX] - N-gram Counts and Language Models from the Common Crawl
Christian Buck, , and Bas van Ooyen. LREC, Reykjavík, Iceland, 26—31 May, 2014.
[Paper] [BibTeX]
- Efficient Language Modeling Algorithms with Applications to Statistical Machine Translation
. PhD Thesis Committee: Alon Lavie, Chris Dyer, Bhiksha Raj, and Philipp Koehn. 20 September, 2013.
[Paper] [Slides] [BibTeX] - Edinburgh's Machine Translation Systems for European Language Pairs
Nadir Durrani, Barry Haddow, , and Philipp Koehn. WMT at ACL, Sofia, Bulgaria, 8—9 August, 2013.
[Paper] [BibTeX] - Scalable Modified Kneser-Ney Language Model Estimation
, Ivan Pouzyrevsky, Jonathan H. Clark, and Philipp Koehn. ACL, Sofia, Bulgaria, 4—7 August, 2013.
[Paper] [Slides] [Code] [BibTeX] - Grouping Language Model Boundary Words to Speed K-Best Extraction from Hypergraphs
, Philipp Koehn, and Alon Lavie. NAACL HLT, Atlanta, Georgia, USA, 10—12 June, 2013.
[Paper] [Slides] [Code] [BibTeX]
- Language Model Rest Costs and Space-Efficient Storage
, Philipp Koehn, and Alon Lavie. EMNLP, Jeju Island, Korea, 12—14 July, 2012.
[Paper] [Slides] [BibTeX] - Identification of Topics in Source Code
Girish Maskeri Rama, , and Santonu Sarkar. US Patent 8209665 filed in 2009 and issued 26 June, 2012.
[Patent] [BibTeX]
- Left Language Model State for Syntactic Machine Translation
, Hieu Hoang, Philipp Koehn, Tetsuo Kiso, and Marcello Federico. IWSLT, San Francisco, California, USA, 8—9 December, 2011.
[Paper] [Poster] [BibTeX] - KenLM: Faster and Smaller Language Model Queries
. WMT at EMNLP, Edinburgh, Scotland, United Kingdom, 30—31 July, 2011.
[Paper] [Slides] [Code] [BibTeX] - CMU System Combination in WMT 2011
and Alon Lavie. WMT at EMNLP, Edinburgh, Scotland, United Kingdom, 30—31 July, 2011.
[Paper] [Slides] [BibTeX] - Systems and Methods for Identifying Similar Documents
Taylor Curtis and . US Patent 7958136 filed in 2008 and issued 7 June, 2011.
[Patent] [BibTeX]
- Voting on N-grams for Machine Translation System Combination
and Alon Lavie. AMTA, Denver, Colorado, USA, November, 2010.
[Paper] [BibTeX] - CMU Multi-Engine Machine Translation for WMT 2010
and Alon Lavie. WMT at ACL, Uppsala, Sweden, July, 2010.
[Paper] [Poster] [BibTeX] - Combining Machine Translation Output with Open Source: The Carnegie Mellon Multi-Engine Machine Translation Scheme
and Alon Lavie. The Prague Bulletin of Mathematical Linguistics 93. 25—30 January, 2010.
[Paper] [Slides] [BibTeX] - The Machine Translation Toolpack for LoonyBin: Automated Management of Experimental Machine Translation HyperWorkflows
Jonathan H. Clark, Jonathan Weese, Byung Gyu Ahn, Andreas Zollmann, Qin Gao, , and Alon Lavie. The Prague Bulletin of Mathematical Linguistics 93. 25—30 January, 2010.
[Paper] [BibTeX]
- CMU-StatXfer Group System Combination
. NIST Open MT Workshop at MT Summit XII, Ottawa, Canada, 1 September, 2009.
[Description] [Slides] [BibTeX]1 - Machine Translation System Combination with Flexible Word Ordering
, Greg Hanneman, and Alon Lavie. WMT at EACL, Athens, Greece, 30—31 March, 2009.
[Paper] [Slides] [BibTeX]
- 10-year test of time award.
Mining Business Topics in Source Code using Latent Dirichlet Allocation
Girish Maskeri, Santonu Sarkar, and . 1st India Software Engineering Conference, Hyderabad, India, 19—22 February, 2008.
[Paper] [BibTeX]2
- RR Lyrae Stars in the Far Ultraviolet: GALEX Observations Compared with Theoretical Predictions
Stanley Browne, Jonathan Wheatley, Barry Welsh, Mark Seibert, , R. Michael Rich, and the GALEX Science Team. American Astronomical Society 207th Meeting, Washington, DC, USA, 8—12 June, 2006.
[Poster] [BibTeX]
- The GALEX Ultraviolet Variability Catalog
Barry Welsh, Johathan Wheatley, , Mark Seibert, and the GALEX Science Team. The Astronomical Journal 130. 2005.
[Paper] [BibTeX] - The Flaring UV Sky
Barry Welsh, Jonathan Wheatley, , Mark Seibert, Stanley Browne, and the GALEX Science Team. American Astronomical Society 205th Meeting, San Diego, California, USA, 9—13 January, 2005.
[Poster] [BibTeX]
