Automatic Extraction of Examples for Word Sense Disambiguation

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BIBLIOGRAPHY 79 Carpuat, M., W. Su and D. Wu (2004), Augmenting ensemble classification for word sense disambiguation with kernel PCA model, in Proceedings of Senseval-3: Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text, pp. 88–92, Barcelona, Spain. Chapelle, O., B. Schölkopf and A. Zien, eds. (2006), Semi-Supervised Learning, MIT Press, Cam- bridge, MA. Chklovski, T. and R. Mihalcea (2002), Building a sense tagged corpus with Open Mind Word Expert., in Proceedings of the ACL 2002 Workshop on ”Word Sense Disambiguation: Recent Successes and Future Directions”, Philadelphia, U.S.A. Chklovski, T., R. Mihalcea, T. Pedersen and A. Purandare (2004), The Senseval-3 Multilingual English-Hindi Lexical Sample Task, in Proceedings of Senseval-3: Third International Work- shop on the Evaluation of Systems for the Semantic Analysis of Text, pp. 5–8, Association for Computational Linguistics, Barcelona, Spain. Ciaramita, M. and M. Johnson (2004), Multi-component word sense disambiguation, in Pro- ceedings of Senseval-3: Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text, pp. 97–100, Barcelona, Spain. Cohen, W. W. and Y. Singer (1999), Context-sensitive Learning Methods for Text Categorization. ACM Transactions on Information Systems, vol. 13(1), 100–111. Cost, S. and S. Salzberg (1993), A weighted nearest neighbour algorithm for learning with sym- bolic features. Machine Learning, vol. 10, 57–78. Cover, T. M. and P. E. Hart (1967), Nearest neighbor pattern classification. Institute of Electrical and Electronics Engineers Transactions on Information Theory, vol. 13, 21–27. Cristianini, N. and J. Shawe-Taylor (2000), An Introduction to Support Vector Machines, Cam- bridge University Press, Cambridge, U.K. Daelemans, W., A. van den Bosch and J. Zavrel (1999), Forgetting exceptions is harmful in language learning. Machine Learning, vol. 34, 11–41. Daelemans, W., J. Zavrel, A. van den Bosch and K. can der Sloot (2007), TiMBL: Tilburg Memory- Based Learner, Tech. rep., Induction of Linguistic Knowledge Research Group, Department of Communication and Information Sciences, Tilburg University; CNTS-Language Technology Group, Department of Linguistics, University of Antwerp. Decadt, B., V. Hoste, W. Daelemans and A. van den Bosch (2004), GAMBL, Generic Algorithm Optimization of Memory-Based WSD, in Proceedings of Senseval-3: Third International Work- shop on the Evaluation of Systems for the Semantic Analysis of Text, pp. 108–112, Association for Computational Linguistics, Barcelona, Spain.
BIBLIOGRAPHY 80 Devijver, P. A. and J. Kittler (1982), Pattern recognition. A statistical approach, Prentice-Hall, London, UK. Dinu, G. and S. Kübler (2007), Sometimes less is more: Romanian Word Sense Disambigua- tion Revisited, in Proceedings of the International Conference on Recent Advances in Natural Language Processing, RANLP 2007, Borovets, Bulgaria. Dong, D. Z. (1998), KNOWLEDGE DESCRIPTION: WHAT, HOW AND WHO?, in Proceedings of the International Symposium on Electronic Dictionary, pp. 24–25, Language Engineering Laborator, China Software Technique Corp., Tokyo, Japan. Duda, R. O., P. E. Hart and D. G. Stork (2001), Pattern classification, New York: John Wiley and Sons, 2 ed. Escudero, G., L. Màrquez and G. Rigau (2000a), Boosting applied to word sense disambiguation, in Proceedings of the 12th European Conference on Machine Learning (ECML), pp. 129–141, Barcelona, Spain. Escudero, G., L. Màrquez and G. Rigau (2000b), On the portability and tuning of supervised word sense disambiguation systems, in Proceedings of the joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora (EMNLP/VLC), pp. 172– 180, Hong Kong, China. Escudero, G., L. Màrquez and G. Rigau (2001), Using LazyBoosting for word sense disambiguation, in Proceedings of Senseval-2: Second International Workshop on Evaluating Word Sense Disambiguation Systems, Toulouse, France. Escudero, G., L. Màrquez and G. Rigau (2004), TALP System for the English Lexical Sample Task, in Proceedings of Senseval-3: Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text, pp. 113–116, Association for Computational Linguistics, Barcelona, Spain. Fellbaum, C., ed. (1998), WordNet: An Electronic Lexical Database, The MIT Press. Ferraresi, A., E. Zanchetta, M. Baroni and S. Bernardini (2008), Introducing and evaluating ukWaC, a very large web-derived corpus of English, in Proceedings of the 6th Language Re- sources and Evaluation Conference (LERC 2008), Marrakech, Morocco. Fienberg, S. E. (2006), When Did Baysian Inference Become ”Bayesian”? Bayesian Analysis, vol. 1, 1–40. Fujino, A., N. Ueda and K. Saito (2005), A hybrid generative/discriminative approach to semi- supervised classifier design., in AAAI-05, The Twentieth National Conference on Artificial In- telligence.
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SEMINAR FÜR SPRACHWISSENSCHAFT Aut
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Abstract In the following thesis we
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Contents 1 Introduction 10 2 Basic
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CONTENTS 6 6.8.4 Discussion . . . .
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LIST OF TABLES 8 6.8 System perform
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Chapter 1 Introduction Ambiguity is
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Chapter 2 Basic Approaches to Word
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CHAPTER 2. BASIC APPROACHES TO WORD
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Page 29 and 30: CHAPTER 2. BASIC APPROACHES TO WORD
Page 31 and 32: CHAPTER 2. BASIC APPROACHES TO WORD
Page 33 and 34: Chapter 3 Comparability for WSD Sys
Page 35 and 36: CHAPTER 3. COMPARABILITY FOR WSD SY
Page 37 and 38: CHAPTER 4. EVALUATION OF WSD SYSTEM
Page 45 and 46: Chapter 5 TiMBL: Tilburg Memory-Bas
Page 47 and 48: CHAPTER 5. TIMBL: TILBURG MEMORY-BA
Page 49 and 50: CHAPTER 6. AUTOMATIC EXTRACTION OF
Page 75 and 76: Chapter 7 Conclusion, Future and Re
Page 77 and 78: CHAPTER 7. CONCLUSION, FUTURE AND R
Page 79: BIBLIOGRAPHY 78 Baluja, S. (1998),
Page 83 and 84: BIBLIOGRAPHY 82 Kilgarriff, A. (199
Page 85 and 86: BIBLIOGRAPHY 84 Mihalcea, R., T. Ch
Page 87 and 88: BIBLIOGRAPHY 86 Preiss, J. (2006),
Page 89 and 90: BIBLIOGRAPHY 88 Villarejo, L., L. M
Page 91 and 92: BIBLIOGRAPHY 90 B Pool of Features
Page 93 and 94: BIBLIOGRAPHY 92 C Training and Test
Page 95 and 96: BIBLIOGRAPHY 94 Figure 7.2: Accurac
Page 97 and 98: BIBLIOGRAPHY 96 E Tables Table 7.1:
Page 99 and 100: BIBLIOGRAPHY 98 Table 7.3: System p
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Automatic Extraction of Examples for Word Sense Disambiguation

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