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Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
Chris Callison-Burch | Philipp Koehn | Christof Monz | Kay Peterson | Omar Zaidan

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A Semi-Supervised Word Alignment Algorithm with Partial Manual Alignments
Qin Gao | Nguyen Bach | Stephan Vogel

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Fast Consensus Hypothesis Regeneration for Machine Translation
Boxing Chen | George Foster | Roland Kuhn

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Findings of the 2010 Joint Workshop on Statistical Machine Translation and Metrics for Machine Translation
Chris Callison-Burch | Philipp Koehn | Christof Monz | Kay Peterson | Mark Przybocki | Omar Zaidan

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LIMSI’s Statistical Translation Systems for WMT’10
Alexandre Allauzen | Josep M. Crego | İlknur Durgar El-Kahlout | François Yvon

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2010 Failures in English-Czech Phrase-Based MT
Ondřej Bojar | Kamil Kos

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An Empirical Study on Development Set Selection Strategy for Machine Translation Learning
Cong Hui | Hai Zhao | Bao-Liang Lu | Yan Song

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The University of Maryland Statistical Machine Translation System for the Fifth Workshop on Machine Translation
Vladimir Eidelman | Chris Dyer | Philip Resnik

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Further Experiments with Shallow Hybrid MT Systems
Christian Federmann | Andreas Eisele | Yu Chen | Sabine Hunsicker | Jia Xu | Hans Uszkoreit

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Improved Features and Grammar Selection for Syntax-Based MT
Greg Hanneman | Jonathan Clark | Alon Lavie

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FBK at WMT 2010: Word Lattices for Morphological Reduction and Chunk-Based Reordering
Christian Hardmeier | Arianna Bisazza | Marcello Federico

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The RWTH Aachen Machine Translation System for WMT 2010
Carmen Heger | Joern Wuebker | Matthias Huck | Gregor Leusch | Saab Mansour | Daniel Stein | Hermann Ney

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Using Collocation Segmentation to Augment the Phrase Table
Carlos A. Henríquez Q. | Marta Ruiz Costa-jussà | Vidas Daudaravicius | Rafael E. Banchs | José B. Mariño

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The RALI Machine Translation System for WMT 2010
Stéphane Huet | Julien Bourdaillet | Alexandre Patry | Philippe Langlais

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Exodus - Exploring SMT for EU Institutions
Michael Jellinghaus | Alexandros Poulis | David Kolovratník

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More Linguistic Annotation for Statistical Machine Translation
Philipp Koehn | Barry Haddow | Philip Williams | Hieu Hoang

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LIUM SMT Machine Translation System for WMT 2010
Patrik Lambert | Sadaf Abdul-Rauf | Holger Schwenk

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Lessons from NRC’s Portage System at WMT 2010
Samuel Larkin | Boxing Chen | George Foster | Ulrich Germann | Eric Joanis | Howard Johnson | Roland Kuhn

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Joshua 2.0: A Toolkit for Parsing-Based Machine Translation with Syntax, Semirings, Discriminative Training and Other Goodies
Zhifei Li | Chris Callison-Burch | Chris Dyer | Juri Ganitkevitch | Ann Irvine | Sanjeev Khudanpur | Lane Schwartz | Wren Thornton | Ziyuan Wang | Jonathan Weese | Omar Zaidan

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The Karlsruhe Institute for Technology Translation System for the ACL-WMT 2010
Jan Niehues | Teresa Herrmann | Mohammed Mediani | Alex Waibel

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MATREX: The DCU MT System for WMT 2010
Sergio Penkale | Rejwanul Haque | Sandipan Dandapat | Pratyush Banerjee | Ankit K. Srivastava | Jinhua Du | Pavel Pecina | Sudip Kumar Naskar | Mikel L. Forcada | Andy Way

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The Cunei Machine Translation Platform for WMT ’10
Aaron Phillips

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The CUED HiFST System for the WMT10 Translation Shared Task
Juan Pino | Gonzalo Iglesias | Adrià de Gispert | Graeme Blackwood | Jamie Brunning | William Byrne

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The LIG Machine Translation System for WMT 2010
Marion Potet | Laurent Besacier | Hervé Blanchon

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Linear Inversion Transduction Grammar Alignments as a Second Translation Path
Markus Saers | Joakim Nivre | Dekai Wu

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UPV-PRHLT English–Spanish System for WMT10
Germán Sanchis-Trilles | Jesús Andrés-Ferrer | Guillem Gascó | Jesús González-Rubio | Pascual Martínez-Gómez | Martha-Alicia Rocha | Joan-Andreu Sánchez | Francisco Casacuberta

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Reproducible Results in Parsing-Based Machine Translation: The JHU Shared Task Submission
Lane Schwartz

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Vs and OOVs: Two Problems for Translation between German and English
Sara Stymne | Maria Holmqvist | Lars Ahrenberg

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To Cache or Not To Cache? Experiments with Adaptive Models in Statistical Machine Translation
Jörg Tiedemann

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Applying Morphological Decompositions to Statistical Machine Translation
Sami Virpioja | Jaakko Väyrynen | André Mansikkaniemi | Mikko Kurimo

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Maximum Entropy Translation Model in Dependency-Based MT Framework
Zdeněk Žabokrtský | Martin Popel | David Mareček

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UCH-UPV English–Spanish System for WMT10
Francisco Zamora-Martínez | Germán Sanchis-Trilles

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Hierarchical Phrase-Based MT at the Charles University for the WMT 2010 Shared Task
Daniel Zeman

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Incremental Decoding for Phrase-Based Statistical Machine Translation
Baskaran Sankaran | Ajeet Grewal | Anoop Sarkar

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How to Avoid Burning Ducks: Combining Linguistic Analysis and Corpus Statistics for German Compound Processing
Fabienne Fritzinger | Alexander Fraser

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Chunk-Based Verb Reordering in VSO Sentences for Arabic-English Statistical Machine Translation
Arianna Bisazza | Marcello Federico

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Head Finalization: A Simple Reordering Rule for SOV Languages
Hideki Isozaki | Katsuhito Sudoh | Hajime Tsukada | Kevin Duh

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Aiding Pronoun Translation with Co-Reference Resolution
Ronan Le Nagard | Philipp Koehn

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Jane: Open Source Hierarchical Translation, Extended with Reordering and Lexicon Models
David Vilar | Daniel Stein | Matthias Huck | Hermann Ney

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MANY: Open Source MT System Combination at WMT’10
Loïc Barrault

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Adaptive Model Weighting and Transductive Regression for Predicting Best System Combinations
Ergun Biçici | S. Serdar Kozat

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L1 Regularized Regression for Reranking and System Combination in Machine Translation
Ergun Biçici | Deniz Yuret

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An Augmented Three-Pass System Combination Framework: DCU Combination System for WMT 2010
Jinhua Du | Pavel Pecina | Andy Way

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The UPV-PRHLT Combination System for WMT 2010
Jesús González-Rubio | Germán Sanchis-Trilles | Joan-Andreu Sánchez | Jesús Andrés-Ferrer | Guillem Gascó | Pascual Martínez-Gómez | Martha-Alicia Rocha | Francisco Casacuberta

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CMU Multi-Engine Machine Translation for WMT 2010
Kenneth Heafield | Alon Lavie

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CMU System Combination via Hypothesis Selection for WMT’10
Almut Silja Hildebrand | Stephan Vogel

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JHU System Combination Scheme for WMT 2010
Sushant Narsale

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The RWTH System Combination System for WMT 2010
Gregor Leusch | Hermann Ney

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BBN System Description for WMT10 System Combination Task
Antti-Veikko Rosti | Bing Zhang | Spyros Matsoukas | Richard Schwartz

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LRscore for Evaluating Lexical and Reordering Quality in MT
Alexandra Birch | Miles Osborne

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Document-Level Automatic MT Evaluation based on Discourse Representations
Elisabet Comelles | Jesús Giménez | Lluís Màrquez | Irene Castellón | Victoria Arranz

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METEOR-NEXT and the METEOR Paraphrase Tables: Improved Evaluation Support for Five Target Languages
Michael Denkowski | Alon Lavie

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Normalized Compression Distance Based Measures for MetricsMATR 2010
Marcus Dobrinkat | Tero Tapiovaara | Jaakko Väyrynen | Kimmo Kettunen

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The DCU Dependency-Based Metric in WMT-MetricsMATR 2010
Yifan He | Jinhua Du | Andy Way | Josef van Genabith

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TESLA: Translation Evaluation of Sentences with Linear-Programming-Based Analysis
Chang Liu | Daniel Dahlmeier | Hwee Tou Ng

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The Parameter-Optimized ATEC Metric for MT Evaluation
Billy Wong | Chunyu Kit

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A Unified Approach to Minimum Risk Training and Decoding
Abhishek Arun | Barry Haddow | Philipp Koehn

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N-Best Reranking by Multitask Learning
Kevin Duh | Katsuhito Sudoh | Hajime Tsukada | Hideki Isozaki | Masaaki Nagata

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Taming Structured Perceptrons on Wild Feature Vectors
Ralf Brown

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Translation Model Adaptation by Resampling
Kashif Shah | Loïc Barrault | Holger Schwenk

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Integration of Multiple Bilingually-Learned Segmentation Schemes into Statistical Machine Translation
Michael Paul | Andrew Finch | Eiichiro Sumita

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Improved Translation with Source Syntax Labels
Hieu Hoang | Philipp Koehn

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Divide and Translate: Improving Long Distance Reordering in Statistical Machine Translation
Katsuhito Sudoh | Kevin Duh | Hajime Tsukada | Tsutomu Hirao | Masaaki Nagata

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Decision Trees for Lexical Smoothing in Statistical Machine Translation
Rabih Zbib | Spyros Matsoukas | Richard Schwartz | John Makhoul