Language and mental health: Measures of emotion dynamics from text as linguistic biosocial markers

D Teodorescu, T Cheng, A Fyshe… - arXiv preprint arXiv …, 2023 - arxiv.org
Research in psychopathology has shown that, at an aggregate level, the patterns of
emotional change over time--emotion dynamics--are indicators of one's mental health. One's …

Emotional dysregulation and linguistic patterns as a defining feature of patients in the acute phase of anorexia nervosa

R Mariani, I Marini, M Di Trani, C Catena… - Eating and Weight …, 2022 - Springer
Purpose This research aims to analyze the relationship between emotional regulation and
the symbolic process in autobiographical narratives of a group of individuals diagnosed with …

Using Natural Language Processing for a Computer-Aided Rapid Assessment of the Human Condition in Terms of Anorexia Nervosa

S Maćkowska, B Koścień, M Wójcik, K Rojewska… - Applied Sciences, 2024 - mdpi.com
This paper demonstrates how natural language processing methods can support the
computer-aided rapid assessment of young adults suffering from anorexia nervosa. We …

The automatic extraction of linguistic biomarkers as a viable solution for the early diagnosis of mental disorders

G Gagliardi, F Tamburini - … of the Thirteenth Language Resources and …, 2022 - cris.unibo.it
Abstract Digital Linguistic Biomarkers extracted from spontaneous language productions
proved to be very useful for the early detection of various mental disorders. This paper …

[PDF][PDF] Measuring the Severity of the Signs of Eating Disorders Using Similarity-Based Models.

SHH Saravani, L Normand, D Maupomé… - CLEF (Working …, 2022 - ceur-ws.org
Measuring the severity of the signs of eating disorders is a new task introduced in the eRisk
2022 competition. The goal of this task is to infer the severity of the signs of Eating Disorders …

Emotion Granularity from Text: An Aggregate-Level Indicator of Mental Health

K Vishnubhotla, D Teodorescu, MJ Feldman… - arXiv preprint arXiv …, 2024 - arxiv.org
We are united in how emotions are central to shaping our experiences; and yet, individuals
differ greatly in how we each identify, categorize, and express emotions. In psychology …

Determining the intensity of basic emotions among people suffering from anorexia nervosa based on free statements about their body

K Barańska, A Różańska, S Maćkowska, K Rojewska… - Electronics, 2022 - mdpi.com
Objective: This study sought to address one of the challenges of psychiatry-computer aided
diagnosis and therapy of anorexia nervosa. The goal of the paper is to present a method of …

[PDF][PDF] Building a Corpus on Eating Disorders from TikTok: Challenges and Opportunities.

M Donati, L Polidori, P Vernillo, G Gagliardi - CLiC-it, 2023 - ceur-ws.org
We present two synchronic corpora of Eating Disorders (ED) related discourse on Social
Media. PAC (ie, ProAna/Anorexia Corpus) and RAC (ie, Recovery from Ana/Anorexia …

Computing Emotion Dynamics from Text and Exploring their use as Biosocial Markers of Overall Well-being

D Teodorescu - 2023 - era.library.ualberta.ca
Abstract Language is inherently social–it is influenced by our lived experiences and
environments, and impacts the way in which we communicate with each other. Therefore, it …

Metodi e prospettive della ricerca linguistica

C Meluzzi, N Nese - 2022 - torrossa.com
Chiara Meluzzi* & Nicholas Nese*** Università degli Studi di Milano;** Università degli Studi
di Pavia Per molti studenti di facoltà umanistiche l'ingresso all'università coincide anche con …