---
title: "Machine Translation Summit (MT Summit) 2003 — all accepted"
description: "All 110 papers of Machine Translation Summit (MT Summit) 2003 · page 1 of 2, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/mtsummit/2003/papers/"
---
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# Machine Translation Summit (MT Summit) 2003: all accepted papers

110 papers · page 1 of 2 · the most cited first · [← Machine Translation Summit (MT Summit) 2003](https://md.research.elamur.ai/free/en/venues/mtsummit/2003/)

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1. **[A 45-hour computers in translation course ↗](https://aclanthology.org/2003.mtsummit-tttt.2/)**Mikel L. Forcada
2. **[A chart parser for analyzing modern standard Arabic sentence ↗](https://aclanthology.org/2003.mtsummit-semit.10/)**Eman Othman, Khaled Shaalan, Ahmed Rafea
3. **[A corpus based morphological analyzer for unvocalized modern Hebrew](https://md.research.elamur.ai/free/en/papers/itai-2003-corpus-based-morphological-analyzer-unvocalized/)**Alon Itai, Erel Segal*our summary*
4. **[A fine-grained evaluation framework for machine translation system development ↗](https://aclanthology.org/2003.mtsummit-papers.7/)**Nelson Correa · Papers
5. **[A hybrid approach to deriving selectional preferences ↗](https://aclanthology.org/2003.mtsummit-papers.2/)**Arendse Bernth, Michael C. McCord · Papers
6. **[A hybrid approach to word order transfer in the English-to-Vietnamese machine translation ↗](https://aclanthology.org/2003.mtsummit-papers.11/)**Dinh Dien, Nguyen Luu Thuy Ngan, Do Xuan Quang et al. · Papers
7. **[A multi-language translation example browser ↗](https://aclanthology.org/2003.mtsummit-systems.7/)**Isao Goto, Naoto Kato, Noriyoshi Uratani et al.
8. **[A novel string-to-string distance measure with applications to machine translation evaluation ↗](https://aclanthology.org/2003.mtsummit-papers.32/)**Gregor Leusch, Nicola Ueffing, Hermann Ney · Papers
9. **[A simple multilingual machine translation system ↗](https://aclanthology.org/2003.mtsummit-papers.21/)**Jan Hajič, Petr Homola, Vladislav Kuboň · Papers
10. **[A system for Japanese/English/Korean multilingual patent retrieval ↗](https://aclanthology.org/2003.mtsummit-systems.10/)**Mitsuharu Makita, Shigeto Higuchi, Atsushi Fujii et al.
11. **[A two-level syntax-based approach to Arabic-English statistical machine translation ↗](https://aclanthology.org/2003.mtsummit-semit.11/)**Charles Schafer, David Yarowsky
12. **[A unified statistical model for generalized translation memory system ↗](https://aclanthology.org/2003.mtsummit-papers.23/)**Jin-Xia Huang, Wei Wang, Ming Zhou · Papers
13. **[Acquisition of bilingual MT lexicons from OCRed dictionaries ↗](https://aclanthology.org/2003.mtsummit-papers.28/)**Burcu Karagol-Ayan, David Doermann, Bonnie J. Dorr · Papers
14. **[An algorithm for word-level alignment of parallel dependency trees ↗](https://aclanthology.org/2003.mtsummit-papers.13/)**Yuan Ding, Daniel Gildea, Martha Palmer · Papers
15. **[An experiment in comparative evaluation: humans vs. computers ↗](https://aclanthology.org/2003.mtsummit-papers.41/)**Andrei Popescu-Belis · Papers
16. **[An integrated system for source language checking, analysis and term management ↗](https://aclanthology.org/2003.mtsummit-systems.13/)**Eric Nyberg, Teruko Mitamura, David Svoboda et al.
17. **[AnglaHindi: an English to Hindi machine-aided translation system ↗](https://aclanthology.org/2003.mtsummit-systems.15/)**R. M. K. Sinha, A. Jain
18. **[Application of corpus-based techniques to Amharic texts ↗](https://aclanthology.org/2003.mtsummit-semit.7/)**Sisay Fissaha, Johann Haller
19. **[Automatic predicate argument structure analysis of the Penn Chinese Treebank ↗](https://aclanthology.org/2003.mtsummit-papers.55/)**Nianwen Xue, Seth Kulick · Papers
20. **[BTL: a hybrid model for English-Vietnamese machine translation ↗](https://aclanthology.org/2003.mtsummit-papers.12/)**Dinh Dien, Kiem Hoang, Eduard Hovy · Papers
21. **[Building a parallel corpus for monologues with clause alignment ↗](https://aclanthology.org/2003.mtsummit-papers.29/)**Hideki Kashioka, Takehiko Maruyama, Hideki Tanaka · Papers
22. **[Buying up to falling down ↗](https://aclanthology.org/2003.mtsummit-tttt.1/)**Judith Belam
23. **[CatVar: a database of categorial variations for English ↗](https://aclanthology.org/2003.mtsummit-systems.9/)**Nizar Habash, Bonnie Dorr
24. **[Collocation extraction for machine translation ↗](https://aclanthology.org/2003.mtsummit-papers.39/)**Brigitte Orliac, Mike Dillinger · Papers
25. **[Combining decision trees and transformation-based learning to correct transferred linguistic representations ↗](https://aclanthology.org/2003.mtsummit-papers.8/)**Simon Corston-Oliver, Michael Gamon · Papers
26. **[Communicative strategies and patterns of multimodal integration in a speech-to-speech translation system ↗](https://aclanthology.org/2003.mtsummit-papers.5/)**Susanne Burger, Erica Costantini, Fabio Pianesi · Papers
27. **[Confidence measures for statistical machine translation ↗](https://aclanthology.org/2003.mtsummit-papers.52/)**Nicola Ueffing, Klaus Macherey, Hermann Ney · Papers
28. **[Considerations of methodology and human factors in rating a suite of translated sentences ↗](https://aclanthology.org/2003.mtsummit-eval.2/)**Leslie Barrett
29. **[Controlled generation in example-based machine translation ↗](https://aclanthology.org/2003.mtsummit-papers.18/)**Nano Gough, Andy Way · Papers
30. **[Correlating automated and human assessments of machine translation quality ↗](https://aclanthology.org/2003.mtsummit-papers.9/)**Deborah Coughlin · Papers
31. **[Customizing complex lexical entries for high-quality MT ↗](https://aclanthology.org/2003.mtsummit-papers.57/)**Rémi Zajac, Elke Lange, Jin Yang · Papers
32. **[Development of speech translation for hand-held devices ↗](https://aclanthology.org/2003.mtsummit-plenaries.2/)**Akitoshi Okumura
33. **[Disambiguation of English PP attachment using multilingual aligned data ↗](https://aclanthology.org/2003.mtsummit-papers.44/)**Lee Schwartz, Takako Aikawa, Chris Quirk · Papers
34. **[Effectiveness of automatic extraction of bilingual collocations using recursive chain-link-type learning ↗](https://aclanthology.org/2003.mtsummit-papers.14/)**Hiroshi Echizen-ya, Kenji Araki, Yoshio Momouchi et al. · Papers
35. **[Evaluating commercial spoken language translation software ↗](https://aclanthology.org/2003.mtsummit-papers.49/)**Harold Somers, Yuri Sugita · Papers
36. **[Evaluation of a method of creating new valency entries ↗](https://aclanthology.org/2003.mtsummit-papers.3/)**Francis Bond, Sanae Fujita · Papers
37. **[Evaluation of machine translation and its evaluation](https://md.research.elamur.ai/free/en/papers/turian-2003-evaluation-machine-translation-its-evaluation/)**Joseph P. Turian, Luke Shen, I. Dan Melamed · Papers*our summary*
38. **[Evaluation techniques applied to domain tuning of MT lexicons ↗](https://aclanthology.org/2003.mtsummit-eval.1/)**Necip Fazil Ayan, Bonnie J. Dorr, Okan Kolak
39. **[Example-based decoding for statistical machine translation ↗](https://aclanthology.org/2003.mtsummit-papers.54/)**Taro Watanabe, Eiichiro Sumita · Papers
40. **[Example-based rough translation for speech-to-speech translation ↗](https://aclanthology.org/2003.mtsummit-papers.47/)**Mitsuo Shimohata, Eiichiro Sumita, Yuji Matsumoto · Papers
41. **[Experimental comparison of MT evaluation methods: RED vs.BLEU ↗](https://aclanthology.org/2003.mtsummit-papers.1/)**Yasuhiro Akiba, Eiichiro Sumita, Hiromi Nakaiwa et al. · Papers
42. **[FEMTI: creating and using a framework for MT evaluation ↗](https://aclanthology.org/2003.mtsummit-papers.30/)**Margaret King, Andrei Popescu-Belis, Eduard Hovy · Papers
43. **[Finite state technology and its applications to machine translation ↗](https://aclanthology.org/2003.mtsummit-tutorials.2/)**Shuly Wintner · Tutorials
44. **[For the proper treatment of long sentences in a sentence pattern-based English-Korean MT system ↗](https://aclanthology.org/2003.mtsummit-papers.43/)**Yoon-Hyung Roh, Munpyo Hong, Sung-Kwon Choi et al. · Papers
45. **[Granularity in MT evaluation ↗](https://aclanthology.org/2003.mtsummit-eval.5/)**Florence Reeder, John White
46. **[Has machine translation improved? some historical comparisons ↗](https://aclanthology.org/2003.mtsummit-papers.24/)**John Hutchins · Papers
47. **[Have we found the Holy Grail? ↗](https://aclanthology.org/2003.mtsummit-plenaries.5/)**Hermann Ney
48. **[Have we found the Holy Grail? ↗](https://aclanthology.org/2003.mtsummit-plenaries.6/)**Steve Richardson
49. **[High quality machine translation using a machine-learned sentence realization component](https://md.research.elamur.ai/free/en/papers/smets-2003-high-quality-machine-translation-machine/)**Martine Smets, Michael Gamon, Jessie Pinkham et al. · Papers*our summary*
50. **[Holy and unholy grails ↗](https://aclanthology.org/2003.mtsummit-plenaries.8/)**Eduard Hovy, Deepak Ravichandran
51. **[Identification of divergence for English to Hindi EBMT ↗](https://aclanthology.org/2003.mtsummit-papers.19/)**Deepa Gupta, Niladri Chatterjee · Papers
52. **[Implementation of collaborative translation environment `Yakushite Net' ↗](https://aclanthology.org/2003.mtsummit-systems.11/)**Toshiki Murata, Mihoko Kitamura, Tsuyoshi Fukui et al.
53. **[Improving translation models by applying asymmetric learning ↗](https://aclanthology.org/2003.mtsummit-papers.56/)**Setsuo Yamada, Masaaki Nagata, Kenji Yamada · Papers
54. **[Inductive coding of the Arabic lexicon](https://md.research.elamur.ai/free/en/papers/farghaly-2003-inductive-coding-arabic-lexicon/)**Ali Farghaly, Jean Senellart*our summary*
55. **[Issues in Arabic MT ↗](https://aclanthology.org/2003.mtsummit-semit.4/)**Alex Fraser
56. **[LTC Communicator ↗](https://aclanthology.org/2003.mtsummit-systems.12/)**Philippe Nozay, Adriane Rinsche
57. **[Language Weaver: the next generation of machine translation ↗](https://aclanthology.org/2003.mtsummit-systems.2/)**Bryce Benjamin, Laurie Gerber, Kevin Knight et al.
58. **[Lexical knowledge representation with contextonyms ↗](https://aclanthology.org/2003.mtsummit-papers.26/)**Hyungsuk Ji, Sabine Ploux, Eric Wehrli · Papers
59. **[MATS – a glass box machine translation system ↗](https://aclanthology.org/2003.mtsummit-systems.14/)**Anna Sågvall Hein, Eva Forsbom, Per Weijnitz et al.
60. **[MT customization ↗](https://aclanthology.org/2003.mtsummit-tutorials.1/)**Rémi Zajac · Tutorials
61. **[Matador: Spanish-English GHMT ↗](https://aclanthology.org/2003.mtsummit-systems.8/)**Nizar Habash
62. **[Matador: a large-scale Spanish-English GHMT system ↗](https://aclanthology.org/2003.mtsummit-papers.20/)**Nizar Habash · Papers
63. **[MultiTrans system presentation: translation support and language management solutions ↗](https://aclanthology.org/2003.mtsummit-systems.6/)**Dan Gervais
64. **[Multilingual document processing at XRCE ↗](https://aclanthology.org/2003.mtsummit-plenaries.3/)**Pierre Isabelle
65. **[Multilingual translation via annotated hub language ↗](https://aclanthology.org/2003.mtsummit-papers.27/)**Hiroshi Kanayama, Hideo Watanabe · Papers
66. **[On the use of statistical machine-translation techniques within a memory-based translation system (AMETRA) ↗](https://aclanthology.org/2003.mtsummit-papers.40/)**Daniel Ortíz, Ismael García-Varea, Francisco Casacuberta et al. · Papers
67. **[Practical machine translation system allowing complex patterns ↗](https://aclanthology.org/2003.mtsummit-papers.31/)**Mihoko Kitamura, Toshiki Murata · Papers
68. **[Pragmatics-based translation and MT evaluation ↗](https://aclanthology.org/2003.mtsummit-eval.3/)**David Farwell, Stephen Helmreich
69. **[Predictive models of performance in multi-engine machine translation ↗](https://aclanthology.org/2003.mtsummit-papers.36/)**Tadashi Nomoto · Papers
70. **[Prolog models of classical approaches to MT ↗](https://aclanthology.org/2003.mtsummit-tttt.6/)**Harold Somers
71. **[Questions the panelists were asked to comment on ↗](https://aclanthology.org/2003.mtsummit-plenaries.4/)**Elliott Macklovitch
72. **[Rapid-response machine translation for unexpected languages ↗](https://aclanthology.org/2003.mtsummit-papers.37/)**Douglas W. Oard, Franz Josef Och · Papers
73. **[Reducing boundary friction using translation-fragment overlap ↗](https://aclanthology.org/2003.mtsummit-papers.4/)**Ralf D. Brown, Rebecca Hutchinson, Paul N. Bennett et al. · Papers
74. **[Resolving `incognito' ellipsis: treatment for constructions that disguise ellipsis ↗](https://aclanthology.org/2003.mtsummit-papers.35/)**Shigeko Nariyama · Papers
75. **[Resources for processing Israeli Hebrew](https://md.research.elamur.ai/free/en/papers/wintner-2003-resources-processing-israeli-hebrew/)**Shuly Wintner, Shlomo Yona*our summary*
76. **[Roots & patterns vs. stems plus grammar-lexis specifications: on what basis should a multilingual database centred on Arabic be built?](https://md.research.elamur.ai/free/en/papers/dichy-2003-roots-patterns-vs-stems-plus/)**Joseph Dichy, Ali Farghaly*our summary*
77. **[SMT – TIDES – and all that ↗](https://aclanthology.org/2003.mtsummit-semit.2/)**Stephan Vogel
78. **[SYSTRAN Review Manager ↗](https://aclanthology.org/2003.mtsummit-systems.4/)**Jean-Cédric Costa, Christiane Panissod
79. **[SYSTRAN intuitive coding technology ↗](https://aclanthology.org/2003.mtsummit-papers.46/)**Jean Senellart, Jin Yang, Anabel Rebollo · Papers
80. **[SYSTRAN new generation: the XML translation workflow ↗](https://aclanthology.org/2003.mtsummit-papers.45/)**Jean Senellart, Christian Boitet, Laurent Romary · Papers
81. **[Scalability in MT systems ↗](https://aclanthology.org/2003.mtsummit-papers.33/)**Elisabeth Maier, Anthony Clarke · Papers
82. **[Seeing the wood for the trees: data-oriented translation ↗](https://aclanthology.org/2003.mtsummit-papers.22/)**Mary Hearne, Andy Way · Papers
83. **[Semitic linguistic phenomena and variations ↗](https://aclanthology.org/2003.mtsummit-semit.1/)**Nizar Habash
84. **[Soaring demand, shrinking supply in translation: how we plan to make ends meet ↗](https://aclanthology.org/2003.mtsummit-plenaries.1/)**Donald Barabé
85. **[Source language diagnostics for MT ↗](https://aclanthology.org/2003.mtsummit-papers.34/)**Teruko Mitamura, Kathryn Baker, David Svoboda et al. · Papers
86. **[Specification and evaluation of machine translation toy systems - criteria for laboratory assignments ↗](https://aclanthology.org/2003.mtsummit-tttt.7/)**Cristina Vertan, Walther von Hahn
87. **[Statistical machine translation: rapid development with limited resources ↗](https://aclanthology.org/2003.mtsummit-papers.15/)**George Foster, Simona Gandrabur, Philippe Langlais et al. · Papers
88. **[Syntax-based language models for statistical machine translation ↗](https://aclanthology.org/2003.mtsummit-papers.6/)**Eugene Charniak, Kevin Knight, Kenji Yamada · Papers
89. **[Task-based MT evaluation: tackling software, experimental design, & statistical models. ↗](https://aclanthology.org/2003.mtsummit-eval.6/)**Calandra Tate, Sooyon Lee, Clare R. Voss
90. **[Teaching and assessing empirical approaches to machine translation ↗](https://aclanthology.org/2003.mtsummit-tttt.8/)**Andy Way, Nano Gough
91. **[Teaching machine translation in a graduate language technologies program ↗](https://aclanthology.org/2003.mtsummit-tttt.4/)**Teruko Mitamura, Eric Nyberg, Robert Frederking
92. **[Teaching statistical machine translation ↗](https://aclanthology.org/2003.mtsummit-tttt.3/)**Kevin Knight
93. **[Teaching the automation of the translation process to future translators ↗](https://aclanthology.org/2003.mtsummit-tttt.5/)**Benoît Robichaud, Marie-Claude L'Homme
94. **[Testing Prompt: the development of a rapid post-editing service at CLS Corporate Language Services AG, Switzerland ↗](https://aclanthology.org/2003.mtsummit-papers.25/)**Catherine Hyland · Papers
95. **[The CMU Arabic-to-English statistical MT system ↗](https://aclanthology.org/2003.mtsummit-semit.3/)**Alicia Tribble, Stephan Vogel
96. **[The CMU statistical machine translation system ↗](https://aclanthology.org/2003.mtsummit-papers.53/)**Stephan Vogel, Ying Zhang, Fei Huang et al. · Papers
97. **[The Comprendium Translator system ↗](https://aclanthology.org/2003.mtsummit-systems.1/)**Juan A. Alonso, Gregor Thurmair
98. **[The HKUST leading question translation system ↗](https://aclanthology.org/2003.mtsummit-plenaries.7/)**Dekai Wu
99. **[The Johns Hopkins University 2003 Chinese-English machine translation system ↗](https://aclanthology.org/2003.mtsummit-systems.3/)**W. Byrne, S. Khudanpur, W. Kim et al.
100. **[The functionality of a tool bar for postedition in machine translation between languages with linguistic interference: the Spanish-Galician case ↗](https://aclanthology.org/2003.mtsummit-papers.16/)**Antonio Sayáns Gómez, Elena Villar Conde · Papers

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