29 September 2026 to 3 October 2026
OeAW Main Seat
Europe/Vienna timezone

The Vocabulary of Mental Health: Exploitation of Specialized Diachronic Corpora with Artificial Intelligence for Qualitative Semantic Analysis

1 Oct 2026, 10:00
20m
01 | Sitzungssaal (01 | Sitzungssaal, OeAW Main Seat, 1st floor)

01 | Sitzungssaal

01 | Sitzungssaal, OeAW Main Seat, 1st floor

Austrian Academy of Sciences Dr. Ignaz Seipel-Platz 2 1010 Vienna

Speaker

Pol Garriga Martínez (Pompeu Fabra University)

Description

This article explores the diachronic semantic evolution of mental health vocabulary, focusing specifically on the concept of hysteria across Spanish and German specialised corpora. Drawing on Diachronic Prototype Semantics, the paper examines how semantic changes reflect shifts in radial, hierarchical networks where meanings are updated according to communicative needs. The key methodological aspect is the use of the Gemini large language model to assist in the qualitative analysis of the MentEs and DeMens corpora contexts. This AI-supported approach enables the large-scale categorisation of contexts into six thematic areas: aetiology, clinical manifestations, differential diagnosis, treatment, conceptual debate, and non-clinical uses. The findings indicate that historical scientific discourse was overwhelmingly preoccupied with conceptual delimitation and identification of hysteria (representing 86–94% of occurrences) rather than therapeutic measures. Beyond the lexical and semantic analysis of hysteria, the validity of the methodology is presented as the primary finding. The author concludes that AI-assisted processing facilitates a comprehensive bridge between quantitative data and qualitative interpretation, allowing researchers to document prototypical modulation, for instance, how specific meanings gain or lose prominence depending on the historical and social context.

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