most citedCreating emoji lexica from unsupervised sentiment analysis of their descriptions

96 citations · 121 across the 2 of their papers we have counts for

collaborators

5 papers

cs.AI2024

Automatic detection of cognitive impairment in elderly people using an entertainment chatbot with Natural Language Processing capabilities

Francisco de Arriba-Pérez, Silvia García-Méndez, Francisco J. González-Castaño +1

Previous researchers have proposed intelligent systems for therapeutic monitoring of cognitive impairments. However, most existing practical approaches for this purpose are based o…

cs.CL2024

A System for Automatic English Text Expansion

Silvia García Méndez, Milagros Fernández Gavilanes, Enrique Costa Montenegro +3

We present an automatic text expansion system to generate English sentences, which performs automatic Natural Language Generation (NLG) by combining linguistic rules with statistic…

cs.CL2024

A Library for Automatic Natural Language Generation of Spanish Texts

Silvia García-Méndez, Milagros Fernández-Gavilanes, Enrique Costa-Montenegro +2

In this article we present a novel system for natural language generation (NLG) of Spanish sentences from a minimum set of meaningful words (such as nouns, verbs and adjectives) wh…

cs.CL202496 cited

Creating emoji lexica from unsupervised sentiment analysis of their descriptions

Milagros Fernández-Gavilanes, Jonathan Juncal-Martínez, Silvia García-Méndez +2

Online media, such as blogs and social networking sites, generate massive volumes of unstructured data of great interest to analyze the opinions and sentiments of individuals and o…

cs.CL202425 cited

Automatic detection of relevant information, predictions and forecasts in financial news through topic modelling with Latent Dirichlet Allocation

Silvia García-Méndez, Francisco de Arriba-Pérez, Ana Barros-Vila +2

Financial news items are unstructured sources of information that can be mined to extract knowledge for market screening applications. Manual extraction of relevant information fro…