3 papers
cs.CL2024
Probing the statistical properties of enriched co-occurrence networks
Diego R. Amancio, Jeaneth Machicao, Laura V. C. Quispe
Recent studies have explored the addition of virtual edges to word co-occurrence networks using word embeddings to enhance graph representations, particularly for short texts. Whil…
cs.DL2020
Analyzing the relationship between text features and research proposal productivity
Jorge A. V. Tohalino, Laura V. C. Quispe, Diego R. Amancio
Predicting the output of research grants is of considerable relevance to research funding bodies, scientific entities and government agencies. In this study, we investigate whether…
cs.CL2020
Using word embeddings to improve the discriminability of co-occurrence text networks
Laura V. C. Quispe, Jorge A. V. Tohalino, Diego R. Amancio
Word co-occurrence networks have been employed to analyze texts both in the practical and theoretical scenarios. Despite the relative success in several applications, traditional c…