Ferraro, Gabriela (Date of defense: 2012-07-20)
This thesis addresses the problem of the development of Natural Language Processing techniques for the extraction and generalization of compositional and functional relations from specialized written ...
Torres Rivera, Andrés (Date of defense: 2019-10-31)
En el campo de la neología, se han desarrollado diferentes acercamientos metodológicos para la detección y extracción de neologismos semánticos empleando estrategias como la desambiguación semántica y ...
Edizel, Necati Bora (Date of defense: 2019-07-26)
Word embeddings are a building block of many practical applications across NLP and related disciplines. In this thesis, we present theoretical analysis and algorithms to learn word embeddings. Moreover, ...
Han, Jingyi (Date of defense: 2017-12-13)
Parallel data scarcity problem is a major challenge faced by Statistical Machine Translation (SMT). The aim of this thesis is to enrich a SMT system by adding more morphological variants and new translation ...
Vitiugin, Fedor (Date of defense: 2023-10-06)
Social media is a valuable platform for sharing real-time perspectives and insights, particularly during dynamic events. Extracting relevant information from social media during emergencies can be ...
Oramas Martín, Sergio (Date of defense: 2017-11-29)
In this thesis, we address the problems of classifying and recommending music present in large collections. We focus on the semantic enrichment of descriptions associated to musical items (e.g., artists ...
Soler Company, Juan (Date of defense: 2017-07-06)
Author profiling and identification are two areas of data-driven computational linguistics that have gained a lot of relevance due to their potential applications in, e.g., forensic linguistic studies, ...