Kenneth Heafield

92 papers A* 6B 3C 1Misc 2Journal 27Unranked 52

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Code-Switched Language Identification is Harder Than You Think. EACL (1) Laurie Burchell, Alexandra Birch, Robert P. Thompson, Kenneth Heafield
2024	J	`jnl`	Code-Switched Language Identification is Harder Than You Think. CoRR Laurie Burchell, Alexandra Birch, Robert P. Thompson, Kenneth Heafield
2024	—	`conf`	Document-Level Machine Translation with Large-Scale Public Parallel Corpora. ACL (1) Proyag Pal, Alexandra Birch, Kenneth Heafield
2024	—	`conf`	Iterative Translation Refinement with Large Language Models. EAMT (1) Pinzhen Chen, Zhicheng Guo, Barry Haddow, Kenneth Heafield
2024	—	`conf`	Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca. EACL (Findings) Pinzhen Chen, Shaoxiong Ji, Nikolay Bogoychev, Andrey Kutuzov, Barry Haddow, Kenneth Heafield
2023	—	`conf`	An Open Dataset and Model for Language Identification. ACL (2) Laurie Burchell, Alexandra Birch, Nikolay Bogoychev, Kenneth Heafield
2023	J	`jnl`	An Open Dataset and Model for Language Identification. CoRR Laurie Burchell, Alexandra Birch, Nikolay Bogoychev, Kenneth Heafield
2023	—	`conf`	Cheating to Identify Hard Problems for Neural Machine Translation. EACL (Findings) Proyag Pal, Kenneth Heafield
2023	J	`jnl`	Efficient Methods for Natural Language Processing: A Survey. Trans. Assoc. Comput. Linguistics Marcos V. Treviso, Ji-Ung Lee, Tianchu Ji, Betty van Aken, Qingqing Cao, Manuel R. Ciosici, Michael Hassid, Kenneth Heafield, Sara Hooker, Colin Raffel, Pedro Henrique Martins, André F. T. Martins, Jessica Zosa Forde, Peter A. Milder, Edwin Simpson, Noam Slonim, Jesse Dodge, Emma Strubell, Niranjan Balasubramanian, Leon Derczynski, Iryna Gurevych, Roy Schwartz
2023	J	`jnl`	Iterative Translation Refinement with Large Language Models. CoRR Pinzhen Chen, Zhicheng Guo, Barry Haddow, Kenneth Heafield
2023	J	`jnl`	Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca. CoRR Pinzhen Chen, Shaoxiong Ji, Nikolay Bogoychev, Barry Haddow, Kenneth Heafield
2022	C	`conf`	Approaching Neural Chinese Word Segmentation as a Low-Resource Machine Translation Task. PACLIC Pinzhen Chen, Kenneth Heafield
2022	—	`conf`	Cheat Codes to Quantify Missing Source Information in Neural Machine Translation. NAACL-HLT Proyag Pal, Kenneth Heafield
2022	B	`conf`	Constrained Regeneration for Cross-Lingual Query-Focused Extractive Summarization. COLING Elsbeth Turcan, David Wan, Faisal Ladhak, Petra Galuscáková, Sukanta Sen, Svetlana Tchistiakova, Weijia Xu, Marine Carpuat, Kenneth Heafield, Douglas W. Oard, Kathleen R. McKeown
2022	—	`conf`	Edinburgh's Submission to the WMT 2022 Efficiency Task. WMT Nikolay Bogoychev, Maximiliana Behnke, Jelmer van der Linde, Graeme Nail, Kenneth Heafield, Biao Zhang, Sidharth Kashyap
2022	J	`jnl`	Efficient Methods for Natural Language Processing: A Survey. CoRR Marcos V. Treviso, Tianchu Ji, Ji-Ung Lee, Betty van Aken, Qingqing Cao, Manuel R. Ciosici, Michael Hassid, Kenneth Heafield, Sara Hooker, Pedro Henrique Martins, André F. T. Martins, Peter A. Milder, Colin Raffel, Edwin Simpson, Noam Slonim, Niranjan Balasubramanian, Leon Derczynski, Roy Schwartz
2022	J	`jnl`	Exploring Diversity in Back Translation for Low-Resource Machine Translation. CoRR Laurie Burchell, Alexandra Birch, Kenneth Heafield
2022	—	`conf`	Findings of the WMT 2022 Shared Task on Efficient Translation. WMT Kenneth Heafield, Biao Zhang, Graeme Nail, Jelmer van der Linde, Nikolay Bogoychev
2022	J	`jnl`	No Language Left Behind: Scaling Human-Centered Machine Translation. CoRR Marta R. Costa-jussà, James Cross, Onur Çelebi, Maha Elbayad, Kenneth Heafield, Kevin Heffernan, Elahe Kalbassi, Janice Lam, Daniel Licht, Jean Maillard, Anna Y. Sun, Skyler Wang, Guillaume Wenzek, Al Youngblood, Bapi Akula, Loïc Barrault, Gabriel Mejia Gonzalez, Prangthip Hansanti, John Hoffman, Semarley Jarrett, Kaushik Ram Sadagopan, Dirk Rowe, Shannon Spruit, Chau Tran, Pierre Andrews, Necip Fazil Ayan, Shruti Bhosale, Sergey Edunov, Angela Fan, Cynthia Gao, Vedanuj Goswami, Francisco Guzmán, Philipp Koehn, Alexandre Mourachko, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Jeff Wang
2022	B	`conf`	The EuroPat Corpus: A Parallel Corpus of European Patent Data. LREC Kenneth Heafield, Elaine Farrow, Jelmer van der Linde, Gema Ramírez-Sánchez, Dion Wiggins
2021	J	`jnl`	Direct simultaneous speech to speech translation. CoRR Xutai Ma, Hongyu Gong, Danni Liu, Ann Lee, Yun Tang, Peng-Jen Chen, Wei-Ning Hsu, Kenneth Heafield, Phillip Koehn, Juan Miguel Pino
2021	—	`conf`	Efficient Machine Translation with Model Pruning and Quantization. WMT@EMNLP Maximiliana Behnke, Nikolay Bogoychev, Alham Fikri Aji, Kenneth Heafield, Graeme Nail, Qianqian Zhu, Svetlana Tchistiakova, Jelmer van der Linde, Pinzhen Chen, Sidharth Kashyap, Roman Grundkiewicz
2021	—	`conf`	Findings of the 2021 Conference on Machine Translation (WMT21). WMT@EMNLP Farhad Akhbardeh, Arkady Arkhangorodsky, Magdalena Biesialska, Ondrej Bojar, Rajen Chatterjee, Vishrav Chaudhary, Marta R. Costa-jussà, Cristina España-Bonet, Angela Fan, Christian Federmann, Markus Freitag, Yvette Graham, Roman Grundkiewicz, Barry Haddow, Leonie Harter, Kenneth Heafield, Christopher Homan, Matthias Huck, Kwabena Amponsah-Kaakyire, Jungo Kasai, Daniel Khashabi, Kevin Knight, Tom Kocmi, Philipp Koehn, Nicholas Lourie, Christof Monz, Makoto Morishita, Masaaki Nagata, Ajay Nagesh, Toshiaki Nakazawa, Matteo Negri, Santanu Pal, Allahsera Auguste Tapo, Marco Turchi, Valentin Vydrin, Marcos Zampieri
2021	—	`conf`	Findings of the WMT 2021 Shared Task on Efficient Translation. WMT@EMNLP Kenneth Heafield, Qianqian Zhu, Roman Grundkiewicz
2021	J	`jnl`	Gender Bias Amplification During Speed-Quality Optimization in Neural Machine Translation. CoRR Adithya Renduchintala, Denise Díaz, Kenneth Heafield, Xian Li, Mona T. Diab
2021	—	`conf`	Gender bias amplification during Speed-Quality optimization in Neural Machine Translation. ACL/IJCNLP (2) Adithya Renduchintala, Denise Díaz, Kenneth Heafield, Xian Li, Mona T. Diab
2021	—	`conf`	Pruning Neural Machine Translation for Speed Using Group Lasso. WMT@EMNLP Maximiliana Behnke, Kenneth Heafield
2021	—	`conf`	The University of Edinburgh's English-German and English-Hausa Submissions to the WMT21 News Translation Task. WMT@EMNLP Pinzhen Chen, Jindrich Helcl, Ulrich Germann, Laurie Burchell, Nikolay Bogoychev, Antonio Valerio Miceli Barone, Jonas Waldendorf, Alexandra Birch, Kenneth Heafield
2021	—	`conf`	TranslateLocally: Blazing-fast translation running on the local CPU. EMNLP (Demos) Nikolay Bogoychev, Jelmer van der Linde, Kenneth Heafield
2021	J	`jnl`	TranslateLocally: Blazing-fast translation running on the local CPU. CoRR Nikolay Bogoychev, Jelmer van der Linde, Kenneth Heafield
2020	J	`jnl`	Approaching Neural Chinese Word Segmentation as a Low-Resource Machine Translation Task. CoRR Pinzhen Chen, Kenneth Heafield
2020	—	`conf`	Compressing Neural Machine Translation Models with 4-bit Precision. NGT@ACL Alham Fikri Aji, Kenneth Heafield
2020	—	`conf`	Edinburgh's Submissions to the 2020 Machine Translation Efficiency Task. NGT@ACL Nikolay Bogoychev, Roman Grundkiewicz, Alham Fikri Aji, Maximiliana Behnke, Kenneth Heafield, Sidharth Kashyap, Emmanouil-Ioannis Farsarakis, Mateusz Chudyk
2020	J	`jnl`	Exploring Monolingual Data for Neural Machine Translation with Knowledge Distillation. CoRR Alham Fikri Aji, Kenneth Heafield
2020	—	`conf`	Findings of the Fourth Workshop on Neural Generation and Translation. NGT@ACL Kenneth Heafield, Hiroaki Hayashi, Yusuke Oda, Ioannis Konstas, Andrew M. Finch, Graham Neubig, Xian Li, Alexandra Birch
2020	A*	`conf`	In Neural Machine Translation, What Does Transfer Learning Transfer? ACL Alham Fikri Aji, Nikolay Bogoychev, Kenneth Heafield, Rico Sennrich
2020	—	`conf`	Losing Heads in the Lottery: Pruning Transformer Attention in Neural Machine Translation. EMNLP (1) Maximiliana Behnke, Kenneth Heafield
2020	A*	`conf`	ParaCrawl: Web-Scale Acquisition of Parallel Corpora. ACL Marta Bañón, Pinzhen Chen, Barry Haddow, Kenneth Heafield, 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, Jaume Zaragoza
2020	A*	`conf`	Parallel Sentence Mining by Constrained Decoding. ACL Pinzhen Chen, Nikolay Bogoychev, Kenneth Heafield, Faheem Kirefu
2020	—	`ed.`	Proceedings of the Fourth Workshop on Neural Generation and Translation, NGT@ACL 2020, Online, July 5-10, 2020 NGT@ACL Alexandra Birch, Andrew M. Finch, Hiroaki Hayashi, Kenneth Heafield, Marcin Junczys-Dowmunt, Ioannis Konstas, Xian Li, Graham Neubig, Yusuke Oda
2020	—	`conf`	Speed-optimized, Compact Student Models that Distill Knowledge from a Larger Teacher Model: the UEDIN-CUNI Submission to the WMT 2020 News Translation Task. WMT@EMNLP Ulrich Germann, Roman Grundkiewicz, Martin Popel, Radina Dobreva, Nikolay Bogoychev, Kenneth Heafield
2020	Misc	`conf`	The Sockeye 2 Neural Machine Translation Toolkit at AMTA 2020. AMTA Tobias Domhan, Michael J. Denkowski, David Vilar, Xing Niu, Felix Hieber, Kenneth Heafield
2020	J	`jnl`	The Sockeye 2 Neural Machine Translation Toolkit at AMTA 2020. CoRR Tobias Domhan, Michael J. Denkowski, David Vilar, Xing Niu, Felix Hieber, Kenneth Heafield
2019	—	`conf`	Combining Global Sparse Gradients with Local Gradients in Distributed Neural Network Training. EMNLP/IJCNLP (1) Alham Fikri Aji, Kenneth Heafield, Nikolay Bogoychev
2019	—	`conf`	From Research to Production and Back: Ludicrously Fast Neural Machine Translation. NGT@EMNLP-IJCNLP Young Jin Kim, Marcin Junczys-Dowmunt, Hany Hassan, Alham Fikri Aji, Kenneth Heafield, Roman Grundkiewicz, Nikolay Bogoychev
2019	—	`conf`	Incorporating Source Syntax into Transformer-Based Neural Machine Translation. WMT (1) Anna Currey, Kenneth Heafield
2019	—	`conf`	Making Asynchronous Stochastic Gradient Descent Work for Transformers. NGT@EMNLP-IJCNLP Alham Fikri Aji, Kenneth Heafield
2019	J	`jnl`	Making Asynchronous Stochastic Gradient Descent Work for Transformers. CoRR Alham Fikri Aji, Kenneth Heafield
2019	—	`conf`	Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data. BEA@ACL Roman Grundkiewicz, Marcin Junczys-Dowmunt, Kenneth Heafield
2019	J	`jnl`	Neural Machine Translation with 4-Bit Precision and Beyond. CoRR Alham Fikri Aji, Kenneth Heafield
2019	—	`conf`	Surprise Languages: Rapid-Response Cross-Language IR. EVIA@NTCIR Douglas W. Oard, Marine Carpuat, Petra Galuscáková, Joseph Barrow, Suraj Nair, Xing Niu, Han-Chin Shing, Weijia Xu, Elena Zotkina, Kathleen R. McKeown, Smaranda Muresan, Efsun Selin Kayi, Ramy Eskander, Chris Kedzie, Yan Virin, Dragomir R. Radev, Rui Zhang, Mark J. F. Gales, Anton Ragni, Kenneth Heafield
2019	—	`conf`	Zero-Resource Neural Machine Translation with Monolingual Pivot Data. NGT@EMNLP-IJCNLP Anna Currey, Kenneth Heafield
2018	A*	`conf`	Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation. EMNLP Nikolay Bogoychev, Kenneth Heafield, Alham Fikri Aji, Marcin Junczys-Dowmunt
2018	J	`jnl`	Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation. CoRR Nikolay Bogoychev, Marcin Junczys-Dowmunt, Kenneth Heafield, Alham Fikri Aji
2018	—	`conf`	Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task. NAACL-HLT Marcin Junczys-Dowmunt, Roman Grundkiewicz, Shubha Guha, Kenneth Heafield
2018	J	`jnl`	Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task. CoRR Marcin Junczys-Dowmunt, Roman Grundkiewicz, Shubha Guha, Kenneth Heafield
2018	J	`jnl`	Exploring Hyper-Parameter Optimization for Neural Machine Translation on GPU Architectures. CoRR Robert V. Lim, Kenneth Heafield, Hieu Hoang, Mark Briers, Allen D. Malony
2018	—	`conf`	Fast Neural Machine Translation Implementation. NMT@ACL Hieu Hoang, Tomasz Dwojak, Rihards Krislauks, Daniel Torregrosa, Kenneth Heafield
2018	J	`jnl`	Fast Neural Machine Translation Implementation. CoRR Hieu Hoang, Tomasz Dwojak, Rihards Krislauks, Daniel Torregrosa, Kenneth Heafield
2018	—	`conf`	Findings of the WMT 2018 Shared Task on Parallel Corpus Filtering. WMT (shared task) Philipp Koehn, Huda Khayrallah, Kenneth Heafield, Mikel L. Forcada
2018	—	`conf`	Marian: Cost-effective High-Quality Neural Machine Translation in C++. NMT@ACL Marcin Junczys-Dowmunt, Kenneth Heafield, Hieu Hoang, Roman Grundkiewicz, Anthony Aue
2018	J	`jnl`	Marian: Cost-effective High-Quality Neural Machine Translation in C++. CoRR Marcin Junczys-Dowmunt, Kenneth Heafield, Hieu Hoang, Roman Grundkiewicz, Anthony Aue
2018	—	`conf`	Marian: Fast Neural Machine Translation in C++. ACL (4) 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
2018	J	`jnl`	Marian: Fast Neural Machine Translation in C++. CoRR 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
2018	A*	`conf`	Multi-Source Syntactic Neural Machine Translation. EMNLP Anna Currey, Kenneth Heafield
2018	J	`jnl`	Multi-Source Syntactic Neural Machine Translation. CoRR Anna Currey, Kenneth Heafield
2018	—	`conf`	Neural Machine Translation Techniques for Named Entity Transliteration. NEWS@ACL Roman Grundkiewicz, Kenneth Heafield
2018	—	`conf`	The University of Edinburgh's Submissions to the WMT18 News Translation Task. WMT (shared task) Barry Haddow, Nikolay Bogoychev, Denis Emelin, Ulrich Germann, Roman Grundkiewicz, Kenneth Heafield, Antonio Valerio Miceli Barone, Rico Sennrich
2017	—	`conf`	Copied Monolingual Data Improves Low-Resource Neural Machine Translation. WMT Anna Currey, Antonio Valerio Miceli Barone, Kenneth Heafield
2017	A*	`conf`	Sparse Communication for Distributed Gradient Descent. EMNLP Alham Fikri Aji, Kenneth Heafield
2017	J	`jnl`	Sparse Communication for Distributed Gradient Descent. CoRR Alham Fikri Aji, Kenneth Heafield
2017	—	`conf`	The University of Edinburgh's Neural MT Systems for WMT17. WMT Rico Sennrich, Alexandra Birch, Anna Currey, Ulrich Germann, Barry Haddow, Kenneth Heafield, Antonio Valerio Miceli Barone, Philip Williams
2017	J	`jnl`	The University of Edinburgh's Neural MT Systems for WMT17. CoRR Rico Sennrich, Alexandra Birch, Anna Currey, Ulrich Germann, Barry Haddow, Kenneth Heafield, Antonio Valerio Miceli Barone, Philip Williams
2016	—	`conf`	Normalized Log-Linear Interpolation of Backoff Language Models is Efficient. ACL (1) Kenneth Heafield, Chase Geigle, Sean Massung, Lane Schwartz
2015	—	`conf`	Language Identification and Modeling in Specialized Hardware. ACL (2) Kenneth Heafield, Rohan Kshirsagar, Santiago Barona
2014	—	`conf`	Edinburgh's Phrase-based Machine Translation Systems for WMT-14. WMT@ACL Nadir Durrani, Barry Haddow, Philipp Koehn, Kenneth Heafield
2014	—	`conf`	Faster Phrase-Based Decoding by Refining Feature State. ACL (2) Kenneth Heafield, Michael Kayser, Christopher D. Manning
2014	B	`conf`	N-gram Counts and Language Models from the Common Crawl. LREC Christian Buck, Kenneth Heafield, Bas van Ooyen
2014	—	`conf`	Stanford University's Submissions to the WMT 2014 Translation Task. WMT@ACL Julia Neidert, Sebastian Schuster, Spence Green, Kenneth Heafield, Christopher D. Manning
2013	—	`conf`	Edinburgh's Machine Translation Systems for European Language Pairs. WMT@ACL Nadir Durrani, Barry Haddow, Kenneth Heafield, Philipp Koehn
2013	—	`conf`	Grouping Language Model Boundary Words to Speed K-Best Extraction from Hypergraphs. HLT-NAACL Kenneth Heafield, Philipp Koehn, Alon Lavie
2013	—	`conf`	Scalable Modified Kneser-Ney Language Model Estimation. ACL (2) Kenneth Heafield, Ivan Pouzyrevsky, Jonathan H. Clark, Philipp Koehn
2012	—	`conf`	Language Model Rest Costs and Space-Efficient Storage. EMNLP-CoNLL Kenneth Heafield, Philipp Koehn, Alon Lavie
2011	—	`conf`	CMU System Combination in WMT 2011. WMT@EMNLP Kenneth Heafield, Alon Lavie
2011	—	`conf`	KenLM: Faster and Smaller Language Model Queries. WMT@EMNLP Kenneth Heafield
2011	—	`conf`	Left language model state for syntactic machine translation. IWSLT Kenneth Heafield, Hieu Hoang, Philipp Koehn, Tetsuo Kiso, Marcello Federico
2010	—	`conf`	CMU Multi-Engine Machine Translation for WMT 2010. WMT@ACL Kenneth Heafield, Alon Lavie
2010	J	`jnl`	Combining Machine Translation Output with Open SourceThe Carnegie Mellon Multi-Engine Machine Translation Scheme. Prague Bull. Math. Linguistics Kenneth Heafield, Alon Lavie
2010	J	`jnl`	The Machine Translation Toolpack for LoonyBin: Automated Management of Experimental Machine Translation HyperWorkflows. Prague Bull. Math. Linguistics Jonathan H. Clark, Jonathan Weese, Byung-Gyu Ahn, Andreas Zollmann, Qin Gao, Kenneth Heafield, Alon Lavie
2010	Misc	`conf`	Voting on N-grams for Machine Translation System Combination. AMTA Kenneth Heafield, Alon Lavie
2009	—	`conf`	Machine Translation System Combination with Flexible Word Ordering. WMT@EACL Kenneth Heafield, Greg Hanneman, Alon Lavie
2008	—	`conf`	Mining business topics in source code using latent dirichlet allocation. ISEC Girish Maskeri Rama, Santonu Sarkar, Kenneth Heafield