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Advanced Topics

Università di Pisa. Advanced Topics. Giuseppe Attardi Dipartimento di Informatica Università di Pisa. Clustering. Singular Value Decomposition

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Advanced Topics

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  1. Università di Pisa Advanced Topics Giuseppe Attardi DipartimentodiInformatica Universitàdi Pisa

  2. Clustering • Singular Value Decomposition • S. Osiński, D. Weiss. 2004. Conceptual Clustering Using Lingo Algorithm: Evaluation on Open Directory Project Data. http://www.cs.put.poznan.pl/dweiss/site/publications/download/iipwm-osinski-weiss-stefanowski-2004-lingo.pdf • S. Osiński, D. Weiss. 2005. A Concept-Driven Algorithm for Clustering Search Results. IEEE Intelligent Systems. http://dollar.biz.uiowa.edu/~nstreet/01439479.pdf

  3. Recommender System • Y. Koren. R. Bell. C. Volinski. Matrix Factorization Techniques for recommender systems. http://www2.research.att.com/~volinsky/papers/ieeecomputer.pdf

  4. Opinion Mining • B. Liu. Sentiment Analisis and Subjectivity. 2010. Handbook of NLP. http://www.cs.uic.edu/~liub/FBS/NLP-handbook-sentiment-analysis.pdf

  5. Semantic Role Labeling • http://ufal.mff.cuni.cz/conll2009-st/task-description.html

  6. Hierarchical Machine Translation • A Hierarchical Phrase-Based Model for Statistical Machine Translation. David Chiang www.isi.edu/~chiang/papers/chiang-acl05.pdf

  7. Recognizing Textual Entailment • http://www.nist.gov/tac/2011/RTE/

  8. Question Answering • Watson: • http://www.aaai.org/Magazine/Watson/watson.php • TAC: • http://www.nist.gov/tac/2008/qa/index.html

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