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Links biomedical text mining

Videolectures

Link Ted Talks.

Link Video Lectures: Populating the Semantic Web by Macro-Reading Internet Text. Tom. M. Mitchell et al., ISWC 2009

Link Video Lectures: Machine Learning.

Link Machine Learning course by Andrew Y. Ng, Standford University

Link Thorsten Joachims. Structured Output Prediction with Structural SVMs. MLG 2008.

Link Colin Campbell. Introduction to SVMs. EPSRCWS'08 2008.

Link John Shawe-Taylor. Kernel Methods and Support Vector Machines. MLSS'09 Chicago, 2009.

Link Michael Collins. Structured Prediction Problems in Natural Language Processing. ICML 2008.

Link Bernhard Schölkopf. Introduction to Kernel Methods. MLSS 2004.

Link Marcus Hutter. Foundations of Machine Learning. MLSS'08 - Kiola, 2008.

Link Tom Mitchell. Semisupervised Learning Approaches. ML Autumn School, CMU, 2006.

Link Isabelle Guyon. Teaching Machine Learning from Examples. Learning 06 Vilanova, 2006.

Link Luc De Raedt. Probabilistic and Logical Inference for Network Mining. ECML-PKDD 2009.

Link John Searle. Freedom and Neurobiology: Reflections on Free Will, Language, and Political Power. Authors@Google, 2008.

Link John Searle. Philosophy and the Habits of Critical Thinking. Conversations with History. UCTelevision, 1999.

Link Lectures by Colin de la Higuera.

Link Lillian Lee. A tempest: Or, On the flood of interest in sentiment analysis, opinion mining, and the computational treatment of subjective language.

Link Jan Wiebe. Subjectivity and sentiment analysis.

Link Chris Manning. Machine learning of language from distributional evidence.

Link Angelik Kratzer. Situations, quantification domains and implicatures.

Link Noam Chomsky. University of Leiden, 14th March 2011.

Link Michael Tomasello. Interview on 3Sat, October 2008.

Link Dan Klein. Unsupervised learning for natural language processing, July 2008.

Link Mark Johnson. Why isn't linguistics more useful in NLP?, July 2008.