[PDF][PDF] Germeval 2020 task 1 on the classification and regression of cognitive and motivational style from text: Companion paper

D Johannßen, C Biemann, S Remus… - Proceedings of the …, 2020 - inf.uni-hamburg.de
This paper describes the tasks, databases, baseline systems, and summarizes submissions
and results for the GermEval 2020 Shared Task 1 on the Classification and Regression of …

Applying attention-based models for detecting cognitive processes and mental health conditions

E Villatoro-Tello, S Parida, S Kumar, P Motlicek - Cognitive Computation, 2021 - Springer
According to the psychological literature, implicit motives allow for the characterization of
behavior, subsequent success, and long-term development. Contrary to personality traits …

BERT-based Annotation of Oral Texts Elicited via Multilingual Assessment Instrument for Narratives

T Baumann, K Eller, N Gagarina - … of the The 6th Workshop on …, 2024 - aclanthology.org
We investigate how NLP can help annotate the structure and complexity of oral narrative
texts elicited via the Multilingual Assessment Instrument for Narratives (MAIN). MAIN is a …

Social Media Unrest Prediction during the {COVID}-19 Pandemic: Neural Implicit Motive Pattern Recognition as Psychometric Signs of Severe Crises

D Johannßen, C Biemann - arxiv preprint arxiv:2012.04586, 2020 - arxiv.org
The COVID-19 pandemic has caused international social tension and unrest. Besides the
crisis itself, there are growing signs of rising conflict potential of societies around the world …

Computer-aided Psychometrics with Natural Language Processing

D Johannßen - 2022 - ediss.sub.uni-hamburg.de
In the course of this dissertation, two state-of-the-art (SOTA) models were crafted for three
psychological metrics, namely implicit motives, self-regulatory emotional levels, and the …

[PDF][PDF] TROPE

EVTS Parida, SKP Motlicek - 2022 - publications.idiap.ch
Objective: According to the psychological literature, implicit motives allow for the
characterization of behavior, subsequent success, and longterm development. Contrary to …