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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...
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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...
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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...
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10/06/2021
Sequence-to-Sequence Lexical Normalization with Multilingual Transformers
Current benchmark tasks for natural language processing contain text tha...
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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...
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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...
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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...
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12/02/2020
Analyzing Stylistic Variation across Different Political Regimes
In this article we propose a stylistic analysis of texts written across ...
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12/02/2020
A Computational Approach to Measuring the Semantic Divergence of Cognates
Meaning is the foundation stone of intercultural communication. Language...
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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...
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08/14/2018
Classifier Ensembles for Dialect and Language Variety Identification
In this paper we present ensemble-based systems for dialect and language...
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07/22/2018
German Dialect Identification Using Classifier Ensembles
In this paper we present the GDI_classification entry to the second Germ...
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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...
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10/25/2017
Exploring the Use of Text Classification in the Legal Domain
In this paper, we investigate the application of text classification met...
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07/22/2017
Native Language Identification on Text and Speech
This paper presents an ensemble system combining the output of multiple ...
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07/03/2017