Publications đź“„

You can find my publications in my Google Scholar profile.

Selected publications

2024
  • Flor Miriam Plaza-del-Arco, Alba Curry, Amanda Cercas Curry, Gavin Abercrombie and Dirk Hovy. Emotion Analysis in NLP: Trends, Gaps and Roadmap for Future Directions. LREC-COLING 2024.
2023
  • Giuseppe Attanasio, Flor Miriam Plaza-del-Arco, Debora Nozza, Anne Lauscher. A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation. In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023). [PDF]
  • Flor Miriam Plaza-del-Arco, Debora Nozza, and Dirk Hovy. Leveraging Label Variation in Large Language Models for Zero-Shot Text Classification. Preprint. 2023. [PDF]
  • Flor Miriam Plaza-del-Arco, Debora Nozza, and Dirk Hovy. Respectful or Toxic? Using Zero-Shot Learning with Language Models to Detect Hate Speech. In Proceedings of the The 7th Workshop on Online Abuse and Harms (WOAH 2023) (pp. 60-68). [PDF]
2022
  • Flor Miriam Plaza-del-Arco, MarĂ­a-Teresa MartĂ­n Valdivia, and Roman Klinger. Natural Language Inference Prompts for Zero-shot Emotion Classification in Text across Corpora. In Proceedings of the 29th International Conference on Computational Linguistics (COLING 2022) (pp. 6805-6817). 2022. [PDF]
  • Flor Miriam Plaza-del-Arco, M. Dolores Molina-González, L. Alfonso Ureña-LĂłpez, and MarĂ­a Teresa MartĂ­n-Valdivia. Integrating implicit and explicit linguistic phenomena via multi-task learning for offensive language detection. Knowledge-Based Systems, volume 28, 2022. [PDF]
  • Flor Miriam Plaza-del-Arco, Ana BelĂ©n Parras Portillo, Pilar LĂłpez-Ăšbeda, Beatriz Botella Gil, and MarĂ­a Teresa MartĂ­n-Valdivia. SHARE: A Lexicon of Harmful Expressions by Spanish Speakers. In Proceedings of the Thirteenth Language Resources and Evaluation Conference (LREC 2022) (pp. 1307-1316). 2022. [PDF]
2021
  • Flor Miriam Plaza-del-Arco, Salud MarĂ­a JimĂ©nez-Zafra, Arturo Montejo-Ráez, M. Dolores Molina-González, L. Alfonso Ureña-LĂłpez, and M. Teresa MartĂ­n-Valdivia. Comparing pre-trained language models for Spanish hate speech detection. Expert Systems with Applications, volume 166, pages 155–161, 2021. [PDF]
  • Flor Miriam Plaza-del-Arco, M. Dolores Molina-González, L. Alfonso Ureña-LĂłpez, and MarĂ­a Teresa MartĂ­n-Valdivia. A Multi-Task Learning Approach to Hate Speech Detection Leveraging Sentiment Analysis. IEEE Access, volume 9, pages 112478–112489, 2021. [PDF]
  • Flor Miriam Plaza-del-Arco, Sercan Halat, Sebastian PadĂł, and Roman Klinger. Multi-Task Learning with Sentiment, Emotion, and Target Detection to Recognize Hate Speech and Offensive Language. In Proceedings of Hate Speech and Offensive Content Identification in Indo-European Languages (HASOC) at FIRE, 2021. [PDF]
  • Flor Miriam Plaza-del-Arco, Salud MarĂ­a JimĂ©nez-Zafra, Arturo Montejo-Ráez, M. Dolores Molina-González, L. Alfonso Ureña-LĂłpez, and M. Teresa MartĂ­n-Valdivia. Overview of the EmoEvalEs task on emotion detection for Spanish at IberLEF 2021. Procesamiento del Lenguaje Natural, volume 67, pages 155–161, 2021. [PDF]
  • Flor Miriam Plaza del Arco, Arturo Montejo-Ráez, L Alfonso Urena Lopez, MarĂ­a-Teresa MartĂ­n-Valdivia. OffendES: A New Corpus in Spanish for Offensive Language Research. Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021). 2021. [PDF]
  • Flor Miriam Plaza-del-Arco, Marco Casavantes, Hugo Jair Escalante, M. Teresa MartĂ­n-Valdivia, Arturo Montejo-Ráez, Manuel Montes-y-GĂłmez, Horacio JarquĂ­n-Vásquez, and Luis Villaseñor-Pineda. Overview of MeOffendEs at IberLEF 2021: Offensive Language Detection in Spanish Variants. Procesamiento del Lenguaje Natural, volume 67, pages 183–194, 2021. [PDF]
  • Pilar LĂłpez-Ăšbeda, Flor Miriam Plaza-del-Arco, and MarĂ­a-Teresa MartĂ­n-Valdivia Manuel Carlos DĂ­az-Galiano. How Successful Is Transfer Learning for Detecting Anorexia on Social Media? Applied Sciences, volume 11, 2021. [PDF]
2020
  • Flor Miriam Plaza-del-Arco, Carlo Strapparava, L. Alfonso Ureña LĂłpez, and M. Teresa MartĂ­n- Valdivia. EmoEvent: A Multilingual Emotion Corpus based on different Events. In Proceedings of the 12th Language Resources and Evaluation Conference (LREC 2020), pages 1492–1498, 2020. [PDF]
  • Flor Miriam Plaza-del-Arco, M. Dolores Molina-González, L. Alfonso Ureña-LĂłpez, and M. Teresa MartĂ­n-Valdivia. Detecting Misogyny and Xenophobia in Spanish Tweets Using Language Technologies. ACM Transactions on Internet Technology, volume 20, 2020. [PDF]
  • Flor Miriam Plaza-del-Arco, M. Teresa MartĂ­n-Valdivia, L. Alfonso Ureña-LĂłpez, and Ruslan Mitkov. Improved emotion recognition in Spanish social media through incorporation of lexical knowledge. Future Generation Computer Systems, volume 110, pages 1000–1008, 2020. [PDF]