Mental health

"Mental health" beschreibt eine Reihe spezifischerer Konzepte und reicht von sozialer über psychologischer bis zu emotionaler Gesundheit. Inzwischen existiert eine Reihe von Arbeiten zum Zusammenhang zwischen Sprach- und Textproduktion und mentaler Gesundheit, zum Beispiel mit dem Ziel mentale Erkrankungen oder Störungen frühzeitig zu erkennen. Sprachtechnologie kann -- so die Hoffnung -- Auffälligkeiten automatisch erkennen.

Literatur

  • Sharma, Ashish/Adam Miner/David Atkins/Tim Althoff (Nov. 2020): “A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support”. In: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP). Online: Association for Computational Linguistics, pp. 5263–5276. doi: 10.18653/v1/2020.emnlp-main.425. url: https: //aclanthology.org/2020.emnlp-main.425.pdf.

  • Coppersmith, Glen/Kim Ngo/Ryan Leary/Anthony Wood (June 2016): “Exploratory Analysis of Social Media Prior to a Suicide Attempt”. In: Proceedings of the Third Workshop on Computational Linguistics and Clinical Psychology. San Diego, CA, USA: Association for Computational Linguistics, pp. 106–117. doi: 10.18653/v1/W16-0311. url: https://aclanthology.org/W16-0311.pdf.

  • Althoff, Tim/Kevin Clark/Jure Leskovec (2016): “Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health”. In: Transactions of the Association for Computational Linguistics 4, pp. 463–476. doi: 10.1162/tacl_a_00111. url: https://aclanthology. org/Q16-1033.

  • Mitchell, Margaret/Kristy Hollingshead/Glen Coppersmith (June 2015): “Quantifying the Language of Schizophrenia in Social Media”. In: Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality. Denver, Colorado: Association for Com- putational Linguistics, pp. 11–20. doi: 10.3115/v1/W15-1202. url: https://www.aclweb.org/ anthology/W15-1202.pdf.

  • Zirikly, Ayah/Dana Atzil-Slonim/Maria Liakata/Steven Bedrick/Bart Desmet/Molly Ireland/Andrew Lee/Sean MacAvaney/Matthew Purver/Rebecca Resnik/Andrew Yates, eds. (July 2022): Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology. Seattle, USA: Association for Computational Linguistics. url: https://aclanthology.org/2022.clpsych-1.0.