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About Me

Salud María Jiménez Zafra holds a PhD in Computer Science, a Specialist in Internet Information Processing and a Bachelor’s Degree in Statistics from Universidad de Jaén. She is part of the research group SINAI (TIC 209) and belongs to the Spanish Society for Natural Language Processing, the PLN.net network and the DiverTLes community. In 2014 she was awarded a predoctoral contract of the FPU Program of the MECD, in 2020 a Juan de la Cierva Formación contract and, in 2021, an R&D&I contract of the Junta de Andalucía PAIDI 2020. Her scientific interests are focused on Artificial Intelligence, specifically in the field of Natural Language Processing, being her specialty negation processing in Spanish and sentiment analysis, a topic on which she conducted her doctoral thesis, which was awarded as the best thesis in Natural Language Processing at the XXXVI International Conference of the SEPLN 2020. Throughout her career she has been honored with 7 research awards. Her research is currently focused on hate speech, hope speech and early detection of risky behaviour such as eating disorders. She is also one of the author of the book "Curso de Programación Python" published by Anaya.

Projects

Big Hug

Artificial intelligence for the protection of digital societies (PY20_00956).


PI: Arturo Montejo Ráez (Universidad de Jaén)


10/06/2021- 31/03/2023

WeLee

Web Legible para todos mediante simplificación y enriquecimiento de textos (REF 1380939).


PI: María Teresa Martín Valdivia and Arturo Montejo Ráez (Universidad de Jaén)


01/11/2021-30/06/2023

TRUST-REDAS

CIENCIA DE DATOS FIABLE Y RESPONSABLE: APLICACIONES, DATOS COMPLEJOS E INTELIGENTES, APRENDIZAJE AUTOMATICO AVANZADO (PID2020-119478GB-I00).


PI: Francisco Herrera and Salvador García-López (Universidad de Granada)


01/01/2022-31/12/2024

FedDAP

Aprendizaje Federado para preservar la Privacidad de los Datos (PID2020-116118GA-I00).


PI: Eugenio Martínez Cámara (Universidad de Granada)


01/01/2022-31/12/2024

ATTOS

Análisis de Tendencias y Temáticas a través de Opiniones y Sentimientos (TIN2012-38536-C03-01).


PI: L. Alfonso Ureña López (Universidad de Jaén)


01/01/2013- 31/12/2015

REDES

Reconocimiento de Entidades Digitales: Enriquecimiento y Seguimiento mediante Tecnologías del Lenguaje (TIN2015-65136-C2-1-R).


PI: L. Alfonso Ureña López (Universidad de Jaén)


01/01/2016-31/12/2018

LIVING-LANG

Tecnologías del lenguaje humano para entidades digitales vivas (RTI2018-094653-B-C21).


PI: L. Alfonso Ureña López (Universidad de Jaén)


01/01/2019- 31/12/2021

RETELE

Red de Recursos para Tecnologías de la Lengua (TIN2015-68955-REDT).


PI: Asunción Gómez Pérez (Universidad Politécnica de Madrid)


01/12/2015-30/11/2017

Publications

Google Scholar: SJZafra
ORCID: 0000-0003-3274-8825


Overview of the Shared Task on Hope Speech Detection for Equality, Diversity, and Inclusion.


In Proceedings of the Second Workshop on Language Technology for Equality, Diversity and Inclusion (pp. 378-388).


Chakravarthi et al., 2022


PDF

Evaluating feature combination strategies for hate-speech detection in Spanish using linguistic features and Transformers.


Complex & Intelligent Systems, 1-22.


García-Díaz et al., 2022


PDF

How do sentiments affect virality on Twitter?


Royal Society Open Science, 8(4) (pp. 1-11).


Jiménez-Zafra et al., 2021


PDF

Detecting Negation Cues and Scopes in Spanish.


In Proceedings of the 12th language resources and evaluation conference (pp. 6902-6911).


Jiménez-Zafra et al., 2020


PDF

Corpora Annotated with Negation: An Overview.


Computational Linguistics, 46(1), 1-52.


Jiménez-Zafra et al., 2021


PDF





Most cited publications


Semeval-2016 task 5: Aspect based sentiment analysis.


In Proceedings of the International Workshop on Semantic Evaluation.


Pontiki et al., 2016


PDF

How do we talk about doctors and drugs? Sentiment analysis in forums expressing opinions for medical domain.


Artificial Intelligence in Medicine. 93, pp. 50 - 57.


Jiménez-Zafra et al., 2019


PDF

Combining resources to improve unsupervised sentiment análisis at aspect level.


Journal of Information Science. 42, pp. 213 - 229.


Jiménez-Zafra et al., 2016


PDF

SFU ReviewSP-NEG: a Spanish corpus annotated with negation for sentiment analysis. A typology of negation patterns.


Language Resources and Evaluation. 52 - 2, pp. 533 - 569.


Jiménez-Zafra et al., 2017


PDF

Studying the Scope of Negation for Spanish Sentiment Analysis on Twitter.


IEEE Transactions on Affective Computing. 10 - 1, pp. 129 - 141.


Jiménez-Zafra et al., 2017


PDF

Education and Professional Experience

Post-doctoral fellow Junta de Andalucía PAIDI 2020 R+D+i aid program

01/02/2021 – Present

Computer Science Department, Universidad de Jaén

Post-doctoral fellow "Juan de la Cierva Formación"

01/12/2020 – 31/01-2021

Department of Computer Science and Artificial Intelligence, Universidad de Granada

Post-doctoral researcher

22/09/2020 – 30/11/2020

LIVING-LANG project, Universidad de Jaén

Post-doctoral researcher

22/09/2020 – 30/11/2020

Computer Science Department, Action 7, Universidad de Jaén

PhD in Computer Science

2019

Universidad de Jaén

Pre-doctoral fellow FPU Program from the Ministerio de Educación, Cultura y Deporte

16/09/2015 – 15/09/2019

Computer Science Department, Universidad de Jaén

Specialist in Internet Information Processing

2014

Universidad de Jaén

Researcher

16/11/2013 – 15/09/2015

ATTOS project, Universidad de Jaén

Master’s Degree in Computer Science

2013

Universidad de Jaén

Bachelor’s Degree in Statistics

2011

Universidad de Jaén

Bachelor’s Degree in Computer Science

2011

Universidad de Jaén

Collaboration fellow

01/11/2010 – 30/06/2011

Computer Science Department, Universidad de Jaén

Teaching Experience

Human Computer Interaction


Lab Practices, Bachelor’s Degree in Computer Science


Universidad de Jaén


2021/2022 and 2022/2023

Natural Language Processing: Sentiment Analysis


Master's Degree in Business Intelligence and Big Data


Escuela de Organización Industrial EOI


2021/2022

Natural Language Processing: Sentiment Analysis


Master's Degree in Artificial Intelligence Research


Escuela de Organización Industrial EOI


2021/2022

Natural Language Processing


Teacher Assistant, Master's Degree in Artificial Intelligence Research


Universidad Internacional Menéndez Pelayo


2017/2018, 2018/2019, 2019/2020, 2020/2021 and 2021/2022

Information Retrieval Systems


Lab Practices, Bachelor’s Degree in Computer Science


Universidad de Jaén


2016/2017, 2017/2018 and 2018/2019

Natural Language Processing


Lab Practices, Bachelor’s Degree in Computer Science


Universidad de Jaén


2016/2017, 2017/2018 and 2018/2019

News

Contact

Address

Universidad de Jaén
Grupo de Investigación SINAI
Departamento de Informática
EPS Jaén, Edificio A3, Despacho 219
Campus Las Lagunillas s/n
23071 - Jaén