Publications

SocialDisNER’s overview paper:

Luis Gasco Sánchez, Darryl Estrada Zavala, Eulàlia Farré-Maduell, Salvador Lima-López, Antonio Miranda-Escalada, and Martin Krallinger. 2022. The SocialDisNER shared task on detection of disease mentions in health-relevant content from social media: methods, evaluation, guidelines and corpora. In Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task, pages 182–189, Gyeongju, Republic of Korea. Association for Computational Linguistics.

URL: https://aclanthology.org/2022.smm4h-1.48/

SMM4H 2022 overview paper:

Davy Weissenbacher, Juan Banda, Vera Davydova, Darryl Estrada Zavala, Luis Gasco Sánchez, Yao Ge, Yuting Guo, Ari Klein, Martin Krallinger, Mathias Leddin, Arjun Magge, Raul Rodriguez-Esteban, Abeed Sarker, Lucia Schmidt, Elena Tutubalina, and Graciela Gonzalez-Hernandez. 2022. Overview of the Seventh Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2022. In Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task, pages 221–241, Gyeongju, Republic of Korea. Association for Computational Linguistics.

URL: https://aclanthology.org/2022.smm4h-1.54/

Participants papers:

• Jia Fu, Sirui Li, Hui Ming Yuan, Zhucong Li, Zhen Gan, Yubo Chen, Kang Liu, Jun Zhao, and Shengping Liu. 2022. CASIA@SMM4H’22: A Uniform Health Information Mining System for Multilingual Social Media Texts. In Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task, pages 143–147, Gyeongju, Republic of Korea. Association for Computational Linguistics.
• Antonio Jimeno Yepes and Karin Verspoor. 2022. READ-BioMed@SocialDisNER: Adaptation of an Annotation System to Spanish Tweets. In Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task, pages 48–51, Gyeongju, Republic of Korea. Association for Computational Linguistics.
• Harsh Verma, Parsa Bagherzadeh, and Sabine Bergler. 2022. CLaCLab at SocialDisNER: Using Medical Gazetteers for Named-Entity Recognition of Disease Mentions in Spanish Tweets. In Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task, pages 55–57, Gyeongju, Republic of Korea. Association for Computational Linguistics.
• Matias Rojas, Jose Barros, Kinan Martin, Mauricio Araneda-Hernandez, and Jocelyn Dunstan. 2022. PLN CMM at SocialDisNER: Improving Detection of Disease Mentions in Tweets by Using Document-Level Features. In Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task, pages 52–54, Gyeongju, Republic of Korea. Association for Computational Linguistics.
• Antonio Tamayo, Alexander Gelbukh, and Diego Burgos. 2022. NLP-CIC-WFU at SocialDisNER: Disease Mention Extraction in Spanish Tweets Using Transfer Learning and Search by Propagation. In Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task, pages 19–22, Gyeongju, Republic of Korea. Association for Computational Linguistics.
• Miguel Ortega-Martín, Alfonso Ardoiz, Oscar Garcia, Jorge Álvarez, and Adrián Alonso. 2022. dezzai@SMM4H’22: Tasks 5 & 10 – Hybrid models everywhere. In Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task, pages 7–10, Gyeongju, Republic of Korea. Association for Computational Linguistics.
• Andrei-Marius Avram, Vasile Pais, and Maria Mitrofan. 2022. RACAI@SMM4H’22: Tweets Disease Mention Detection Using a Neural Lateral Inhibitory Mechanism. In Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task, pages 1–3, Gyeongju, Republic of Korea. Association for Computational Linguistics.
• Antoine Lain, Wonjin Yoon, Hyunjae Kim, Jaewoo Kang, and Ian Simpson. 2022. KU_ED at SocialDisNER: Extracting Disease Mentions in Tweets Written in Spanish. In Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task, pages 78–80, Gyeongju, Republic of Korea. Association for Computational Linguistics.
• Mariia Chizhikova, Pilar López-Úbeda, Manuel C. Díaz-Galiano, L. Alfonso Ureña-López, and M. Teresa Martín-Valdivia. 2022. SINAI@SMM4H’22: Transformers for biomedical social media text mining in Spanish. In Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task, pages 27–30, Gyeongju, Republic of Korea. Association for Computational Linguistics.
• Rosa Montañés-Salas, Irene López-Bosque, Luis García-Garcés, and Rafael del-Hoyo-Alonso. 2022. ITAINNOVA at SocialDisNER: A Transformers cocktail for disease identification in social media in Spanish. In Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task, pages 71–74, Gyeongju, Republic of Korea. Association for Computational Linguistics.
• Kendrick Cetina and Nuria García-Santa. 2022. FRE at SocialDisNER: Joint Learning of Language Models for Named Entity Recognition. In Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task, pages 68–70, Gyeongju, Republic of Korea. Association for Computational Linguistics.
• Aman Sinha, Cristina Garcia Holgado, Marianne Clausel, and Matthieu Constant. 2022. IAI @ SocialDisNER : Catch me if you can! Capturing complex disease mentions in tweets. In Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task, pages 85–89, Gyeongju, Republic of Korea. Association for Computational Linguistics.
• Akbar Karimi and Lucie Flek. 2022. CAISA@SMM4H’22: Robust Cross-Lingual Detection of Disease Mentions on Social Media with Adversarial Methods. In Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task, pages 168–170, Gyeongju, Republic of Korea. Association for Computational Linguistics.
• Beatrice Portelli, Simone Scaboro, Emmanuele Chersoni, Enrico Santus, and Giuseppe Serra. 2022. AILAB-Udine@SMM4H’22: Limits of Transformers and BERT Ensembles. In Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task, pages 130–134, Gyeongju, Republic of Korea. Association for Computational Linguistics.
• Veysel Kocaman, Cabir Celik, Damla Gurbaz, Gursev Pirge, Bunyamin Polat, Halil Saglamlar, Meryem Vildan Sarikaya, Gokhan Turer, and David Talby. 2022. John_Snow_Labs@SMM4H’22: Social Media Mining for Health (#SMM4H) with Spark NLP. In Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task, pages 44–47, Gyeongju, Republic of Korea. Association for Computational Linguistics.