research
∙
01/13/2023
It's Just a Matter of Time: Detecting Depression with Time-Enriched Multimodal Transformers
Depression detection from user-generated content on the internet has bee...
share
research
∙
07/02/2022
An End-to-End Set Transformer for User-Level Classification of Depression and Gambling Disorder
This work proposes a transformer architecture for user-level classificat...
research
∙
04/28/2022
Life is not Always Depressing: Exploring the Happy Moments of People Diagnosed with Depression
In this work, we explore the relationship between depression and manifes...
research
∙
10/06/2021
Sequence-to-Sequence Lexical Normalization with Multilingual Transformers
Current benchmark tasks for natural language processing contain text tha...
research
∙
07/31/2021
A Psychologically Informed Part-of-Speech Analysis of Depression in Social Media
In this work, we provide an extensive part-of-speech analysis of the dis...
research
∙
06/30/2021
Early Risk Detection of Pathological Gambling, Self-Harm and Depression Using BERT
Early risk detection of mental illnesses has a massive positive impact u...
research
∙
05/31/2021
An Exploratory Analysis of the Relation Between Offensive Language and Mental Health
In this paper, we analyze the interplay between the use of offensive lan...
research
∙
12/02/2020
Analyzing Stylistic Variation across Different Political Regimes
In this article we propose a stylistic analysis of texts written across ...
research
∙
12/02/2020
A Computational Approach to Measuring the Semantic Divergence of Cognates
Meaning is the foundation stone of intercultural communication. Language...
research
∙
11/03/2020
Detecting Early Onset of Depression from Social Media Text using Learned Confidence Scores
Computational research on mental health disorders from written texts cov...
research
∙
08/14/2018
Classifier Ensembles for Dialect and Language Variety Identification
In this paper we present ensemble-based systems for dialect and language...
research
∙
07/22/2018
German Dialect Identification Using Classifier Ensembles
In this paper we present the GDI_classification entry to the second Germ...
research
∙
07/09/2018
Discriminating between Indo-Aryan Languages Using SVM Ensembles
In this paper we present a system based on SVM ensembles trained on char...
research
∙
10/25/2017
Exploring the Use of Text Classification in the Legal Domain
In this paper, we investigate the application of text classification met...
research
∙
07/22/2017
Native Language Identification on Text and Speech
This paper presents an ensemble system combining the output of multiple ...
research
∙
07/03/2017
