197 citations
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Showing 2023 · cs.CLShow all
3 papers · 2 filters
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★ 1 cited
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.CL2023★ 15 cited
Optimizing Readability Using Genetic Algorithms
Jorge Martinez-Gil
This research presents ORUGA, a method that tries to automatically optimize the readability of any text in English. The core idea behind the method is that certain factors affect t…