Hieu Hoang

Publications

• On-the-Fly Fusion of Large Language Models and Machine Translation by H Hoang, H Khayrallah, M Junczys-Dowmunt Proceedings of the North American Chapter of the Association for Computational Linguistics (NAACL), 2024
• Revisiting Locality Sensitive Hashing for Vocabulary Selection in Fast Neural Machine Translation by H Hoang, M Junczys-Dowmunt, R Grundkiewicz, H Khayrallah Proceedings of the Seventh Conference on Machine Translation (WMT), 855-869, 2022
• ParaCrawl: Web-Scale Acquisition of Parallel Corpora by Marta Banón, Pinzhen Chen, Barry Haddow, Kenneth Heafield, Hieu Hoang, Miquel Espla-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. Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics 2020
• ParaCrawl: Web-scale parallel corpora for the languages of the EU by Miquel Esplà, Mikel Forcada, Gema Ramírez-Sánchez, Hieu Hoang. MT Summit 2019
• Marian: Cost-effective High-Quality Neural Machine Translation in C++ by Marcin Junczys-Dowmunt, Kenneth Heafield, Hieu Hoang, Roman Grundkiewicz, Anthony Aue. WNMT 2018
• Fast Neural Machine Translation Implementation by Hieu Hoang, Tomasz Dwojak, Rihards Krislauks, Daniel Torregrosa, Kenneth Heafield. WNMT 2018
• Marian: Fast neural machine translation in C++ by Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Grundkiewicz, Hieu Hoang, Kenneth Heafield, Tom Neckermann, Frank Seide, Ulrich Germann, Alham Fikri Aji, Nikolay Bogoychev, Andre Martins, Alexandra Birch. Arxiv 2018
• A parallel corpus for evaluating machine translation between arabic and european languages by Nizar Habash, Nasser Zalmout, Dima Taji, Hieu Hoang, Maverick Alzate. EACL 2017
• Exploring Hyper-Parameter Optimization for Neural Machine Translation on GPU Architectures by Robert Lim, Kenneth Heafield, Hieu Hoang, Mark Briers, Allen Malony. Arxiv 2018
• Fast, Scalable Phrase-Based SMT Decoding by Hieu Hoang, Nikolay Bogoychev, Lane Schwartz and Marcin Junczys-Dowmunt. AMTA 2016
• Fast and highly parallelizable phrase table for statistical machine translation by Nikolay Bogoychev and Hieu Hoang. WMT 2016
• Is neural machine translation ready for deployment by Marcin Junczys-Dowmunt, Tomasz Dwojak, Hieu Hoang. IWSLT 2016
• Can Markov Models Over Minimal Translation Units Help Phrase-Based? by Nadir Durrani, Alex Fraser, Helmut Schmid, Hieu Hoang, Philipp Koehn. ACL 2013
• Left Language Model State for Syntactic Machine Translation Kenneth Heafield, Hieu Hoang, Philipp Koehn, Tetsuo Kiso and Marcello Federico In International Workshop on Spoken Language Translation (IWSLT), 2011
• Factored Translation Models by Philipp Koehn and Hieu Hoang, Chapter in Handbook of Natural Language Processing and Machine Translation, editors Olive, Christianson, and McCary, Springer, 2011.
• More Linguistic Annotation for Statistical Machine Translation Philipp Koehn, Barry Haddow, Philip Williams and Hieu Hoang. Fifth Workshop on Statistical Machine Translation and MetricsMATR, 2010,
• Improved Translation with Source Syntax Labels, Hieu Hoang and Philipp Koehn, Fifth Workshop on Statistical Machine Translation and MetricsMATR, 2010.
• A Uniform Framework for Phrase-Based, Hierarchical and Syntax-Based Machine Translation, Hieu Hoang, Philipp Koehn and Adam Lopez, International Workshop on Machine Translation (IWSLT), 2009.
• Improving Mid-Range Re-Ordering using Templates of Factors, Hieu Hoang and Philipp Koehn, EACL 2009.
• A Systematic Analysis of Translation Model Search Spaces, Michael Auli, Adam Lopez, Hieu Hoang and Philipp Koehn, EACL Workshop on Statistical Machine Translation 2009.
• Design of the Moses Decoder for Statistical Machine Translation, Hieu Hoang and Philipp Koehn, ACL Workshop on Software engineering, testing, and quality assurance for NLP 2008.
• Improving Interactive Machine Translation via Mouse Actions Germán Sanchis-Trilles, Daniel Ortiz-Martínez, Jorge Civera, Francisco Casacuberta, Enrique Vidal, Hieu Hoang for EMNLP, 2008.
• Towards better Machine Translation Quality for the German-English Language Pairs, Philipp Koehn, Abhishek Arun and Hieu Hoang, ACL Workshop on Statistical Machine Translation 2008.
• Factored Translation Models, Philipp Koehn and Hieu Hoang, EMNLP 2007.
• Moses: Open Source Toolkit for Statistical Machine Translation, Philipp Koehn, Hieu Hoang, Alexandra Birch, Chris Callison-Burch, Marcello Federico, Nicola Bertoldi, Brooke Cowan, Wade Shen, Christine Moran, Richard Zens, Chris Dyer, Ondrej Bojar, Alexandra Constantin, Evan Herbst, ACL 2007, demonstration session.
• My thesis. 5 years in the making!.