Sentiment polarity detection in Spanish reviews combining supervised and unsupervised approaches

MT Martín-Valdivia, E Martínez-Cámara… - Expert Systems with …, 2013 - Elsevier
Sentiment polarity detection is one of the most popular tasks related to Opinion Mining.
Many papers have been presented describing one of the two main approaches used to …

Semantic orientation for polarity classification in Spanish reviews

MD Molina-González, E Martínez-Cámara… - Expert Systems with …, 2013 - Elsevier
Until now most of the published methods for polarity classification have been applied to
English texts, but other languages are becoming increasingly important. This paper presents …

Massively multilingual corpus of sentiment datasets and multi-faceted sentiment classification benchmark

L Augustyniak, S Woźniak, M Gruza… - Advances in …, 2024 - proceedings.neurips.cc
Despite impressive advancements in multilingual corpora collection and model training,
developing large-scale deployments of multilingual models still presents a significant …

Detection of sarcasm and nastiness: new resources for Spanish language

R Justo, JM Alcaide, MI Torres, M Walker - Cognitive Computation, 2018 - Springer
The main goal of this work is to provide the cognitive computing community with valuable
resources to analyze and simulate the intentionality and/or emotions embedded in the …

Enhancing the classification of social media opinions by optimizing the structural information

C Vairetti, E Martinez-Camara, S Maldonado… - Future Generation …, 2020 - Elsevier
Sentiment Analysis is an extensively studied task, however an important aspect yet to study
is the underlying structural information of opinions. An important aspect to tackle is the …

Integrating Spanish lexical resources by meta-classifiers for polarity classification

E Martínez-Cámara… - Journal of …, 2014 - journals.sagepub.com
In this paper we focus on unsupervised sentiment analysis in Spanish. The lack of resources
for languages other than English, as for example Spanish, adds more complexity to the task …

[PDF][PDF] Clasificación de textos en lenguaje natural usando la Wikipedia

JM Quinteiro-González, E Martel-Jordán… - Revista Ibérica de …, 2011 - academia.edu
La clasificación de textos, en entornos en los que el volumen de datos a clasificar es tan
elevado que resulta muy costosa la realización de esta tarea por parte de humanos …

Assessment of massively multilingual sentiment classifiers

K Rajda, Ł Augustyniak, P Gramacki, M Gruza… - arXiv preprint arXiv …, 2022 - arxiv.org
Models are increasing in size and complexity in the hunt for SOTA. But what if those 2\%
increase in performance does not make a difference in a production use case? Maybe …

Relevance of the SFU ReviewSP-NEG corpus annotated with the scope of negation for supervised polarity classification in Spanish

SM Jiménez-Zafra, MT Martín-Valdivia… - Information Processing …, 2018 - Elsevier
Up to now, negation is a challenging problem in the context of Sentiment Analysis. The study
of negation implies the correct identification of negation markers, the scope and the …

Web service SWePT: a hybrid opinion mining approach

YR Baca-Gomez, A Martinez, P Rosso… - Journal of Universal …, 2016 - riunet.upv.es
[EN] The increasing use of social networks and online sites where people can express their
opinions has created a growing interest in Opinion Mining. One of the main tasks of Opinion …