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Silvia García-Méndez

34 papers hereh-index 13600 citations61 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author17
  • middle author16
  • last author1

Across the 34 of 34 papers where every author was matched, so the position is known.

fields
  • cs.CL19
  • cs.AI5
  • cs.IR3
  • cs.LG2
  • cs.SI2
  • cs.RO1

identity via Semantic Scholar / OpenAlex

most citedCreating emoji lexica from unsupervised sentiment analysis of their descriptions

96 citations · 592 across the 34 of their papers we have counts for

collaborators
Showing cs.IRShow all

3 papers · 1 filter

cs.IR2025

Identification and explanation of disinformation in wiki data streams

Francisco de Arriba-Pérez, Silvia García-Méndez, Fátima Leal +2

Social media platforms, increasingly used as news sources for varied data analytics, have transformed how information is generated and disseminated. However, the unverified nature…

cs.IR2024★ 17 cited

Targeted aspect-based emotion analysis to detect opportunities and precaution in financial Twitter messages

Silvia García-Méndez, Francisco de Arriba-Pérez, Ana Barros-Vila +1

Microblogging platforms, of which Twitter is a representative example, are valuable information sources for market screening and financial models. In them, users voluntarily provid…

cs.IR2024★ 36 cited

Identifying Banking Transaction Descriptions via Support Vector Machine Short-Text Classification Based on a Specialized Labelled Corpus

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

Short texts are omnipresent in real-time news, social network commentaries, etc. Traditional text representation methods have been successfully applied to self-contained documents…

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