105 citations · 153 across the 26 of their papers we have counts for
4 papers · 1 filter
Sequence-to-Sequence Lexical Normalization with Multilingual Transformers
Ana-Maria Bucur, Adrian Cosma, Liviu P. Dinu
Current benchmark tasks for natural language processing contain text that is qualitatively different from the text used in informal day to day digital communication. This discrepan…
A Psychologically Informed Part-of-Speech Analysis of Depression in Social Media
Ana-Maria Bucur, Ioana R. Podină, Liviu P. Dinu
In this work, we provide an extensive part-of-speech analysis of the discourse of social media users with depression. Research in psychology revealed that depressed users tend to b…
Early Risk Detection of Pathological Gambling, Self-Harm and Depression Using BERT
Ana-Maria Bucur, Adrian Cosma, Liviu P. Dinu
Early risk detection of mental illnesses has a massive positive impact upon the well-being of people. The eRisk workshop has been at the forefront of enabling interdisciplinary res…
An Exploratory Analysis of the Relation Between Offensive Language and Mental Health
Ana-Maria Bucur, Marcos Zampieri, Liviu P. Dinu
In this paper, we analyze the interplay between the use of offensive language and mental health. We acquired publicly available datasets created for offensive language identificati…