Author: Marina Santini

Computational Linguist, PhD

Lecture: Introduction To Probability

Outline: The Notion of Probability, Events, Rules of Probability, Addition Rule Uppsala University – Mathematics for Language Technology: http://stp.lingfil.uu.se/~matsd/uv/uv15/mfst/ Developments in NLP have led to the exploitation of language corpora to refine and develop computational models of language. Many of…

Lecture: Semantic Word Clouds

Semantics in Language Technology: Lecture: Semantic Word Clouds Course website: http://stp.lingfil.uu.se/~santinim/sais/2014/sais_2014.htm Outline: word clouds, semantic word clouds, tag clouds, quantitative evaluation, wordle, similarity, dissimilarity, evaluation criteria, layout, semantically-related words, meaningful adjacencies

Lecture: The Semantic Web & Ontologies

Semantics in Language Technology: Lecture: The Semantic Web & Ontologies Course website: http://stp.lingfil.uu.se/~santinim/sais/2014/sais_2014.htm 09 semantic web & ontologies from Marina Santini Outline: the semantic web, ontologies, RDF, OWL, description logics

Lecture 10: SVM and MIRA

Course website: Machine Learning for Language Technology Lecture 10: SVM and MIRA from Marina Santini Outline: margin, margin infused relaxed algorithm, maximizing margin, mira, support vectors machines, svm, the norm