Yu H, Rousu J.  2007.  An Efficient Method for Large Margin Parameter Optimization in Structured Prediction Problems.
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Wang Z, Shawe-Taylor J, Szedmak S.  2007.  Kernel Regression Based Machine Translation. Human Language Technologies 2007. :185-188.
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Cesa-Bianchi N, Gentile C.  2006.  Improved risk tail bounds for on-line algorithms. Advances in Neural Information Processing Systems 18.
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Cesa-Bianchi N, Gentile C.  2006.  Tracking the Best Hyperplane with a Simple Budget Perceptron.
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Li Y, Shawe-Taylor J.  2006.  Using KCCA for Japanese---English cross-language information retrieval and document classification. J. Intell. Inf. Syst.. 27:117--133.
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Cesa-Bianchi N, Conconi A, Gentile C.  2005.  A Second-Order Perceptron Algorithm. SIAM Journal on Computing. 34:640--668.
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Dejean H, Gaussier E, Renders , Sadat F.  2005.  Automatic processing of multilingual medical terminology: applications to thesaurus enrichment and cross-language information . Artificial Intelligence in Medicine. 33:111--24.
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Balcan M, Blum A.  2005.  A PAC-style Model for Learning from Labeled and Unlabeled Data. Proceedings of COLT 2005.
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Chiang D.  2005.  A Hierarchical Phrase-based Model for Statistical Machine Translation. Proceedings of the Annual Meeting of the Association for Computational Linguistics.
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Cortez C, Mohri M, Weston J.  2005.  A General Regression Technique for Learning Transductions. Proceedings of International Conference on Machine Learning, 2005.
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Hildebrand , Eck M, Vogel S, Alex Waibel .  2005.  Adaptation of the Translation Model for Statistical Machine Translation based on Information Retrieval. Proceedings of the Meeting of the European Association for Machine Translation (EAMT).
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Bach , Jordan .  2005.  A probabilistic interpretation of canonical correlation analysis.
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Rousu J, Shawe-Taylor J.  2005.  Efficient Computation of Gapped Substring Kernels on Large Alphabets. J. Mach. Learn. Res.. 6:1323--1344.
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Rousu J, Saunders C, Szedmak S, Shawe-Taylor J.  2005.  Learning Hiearchuical Multi-Category Text Classification Models. Proceedings of the 22nd International Conference on Machine Learning, ICML-2005.
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Erjavec T, Ignat C, Pouliquen B, Ralf Steinberger .  2005.  Massive multi lingual corpus compilation: Acquis Communautaire and totale. Proceedings of the Second Language \& Technology Conference.
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Sadat F, Johnson H, Agbago A, Kuhn , Martin J, Tikuisis A.  2005.  PORTAGE: A Phrasebased Machine Translation System. Proceedings of the ACL Workshop on Building and Using Parallel Texts. :129--132.
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Beninatto R, Palma .  2005.  Ranking of Top 20 Translation Companies.
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Farquhar , Hardoon , Meng H, John Shawe-Taylor , Szedmak S.  2005.  Two view learning: SVM-2K, Theory and Practice. Advances in Neural Information Processing Systems. 18
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Fortuna B, Shawe-Taylor J.  2005.  The use of machine translation tools for cross-lingual text mining. Proceedings of Workshop on Learning with Multiple Views, ICML, 2005.
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Simard M, Cancedda N, Cavestro B, Gaussier , Goutte C, Yamada K, Philippe Langlais , Mauser A.  2005.  Translating with non-contiguous phrases. Proceedings of the joint Human Language Technology/Empirical Methods for Natural Language Processing Conference.
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Fortuna B, Mladenic D.  2005.  Using string kernels for classification of Slovenian Web documents. Proceedings of 29th Conference of the German Classification Society.
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Buntine W, Jakulin A.  2004.  Applying Discrete PCA in Data Analysis. Proceedings of UAI-2004.
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Gaussier \, Eric, Renders J, Matveeva I, Cyril Goutte , D\&,#039, ejean H, e.  2004.  A Geometric View on Bilingual Lexicon Extraction from Comparable Corpora. Proceedings of ACL 2004. :526--533.
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Nepveu L, Lapalme G, Langlais P, Foster G.  2004.  Adaptive Language and Translation Models for Interactive Machine Translation. Proceedings of the Conference on Empirical Methods for Natural Language Processing.
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Shen L, Sarkar A, Och .  2004.  Discriminative reranking for machine translation. Proceedings of the Joint Human Language Technology/North American chapter of the Association for Computational Linguistics Conference.
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