3 papers
cs.CL2023
Automatic Design of Semantic Similarity Ensembles Using Grammatical Evolution
Jorge Martinez-Gil
Semantic similarity measures are a key component in natural language processing tasks such as document analysis, requirement matching, and user input interpretation. However, the p…
cs.CL2023
Context-Aware Semantic Similarity Measurement for Unsupervised Word Sense Disambiguation
Jorge Martinez-Gil
The issue of word sense ambiguity poses a significant challenge in natural language processing due to the scarcity of annotated data to feed machine learning models to face the cha…
cs.DB2016
SIFT: An Algorithm for Extracting Structural Information From Taxonomies
Jorge Martinez-Gil
In this work we present SIFT, a 3-step algorithm for the analysis of the structural information represented by means of a taxonomy. The major advantage of this algorithm is the cap…