Annotating Panic in Social Media using Active Learning, Transformers and Domain Knowledge

Author:

Mitrović Sandra1,Frisone Fabio2,Gupta Suryam3,Lucifora Chiara4,Čarapić Dragana5,Schillaci Carlo6,Di Giovanni Samuele6,Singh Ayushi3

Affiliation:

1. IDSIA - USI/SUPSI,Lugano,Switzerland

2. Università Cattolica del Sacro Cuore,Milan,Italy

3. SVNIT,Surat,India

4. University of Bologna,Bologna,Italy

5. University of Montenegro,Podgorica,Montenegro

6. SUPSI,Lugano,Switzerland

Publisher

IEEE

Reference39 articles.

1. Mental health matters

2. A Dataset for Research on Depression in Social Media

3. Text-based Depression Detection on Social Media Posts: A Systematic Literature Review

4. Quick and (maybe not so) easy detection of anorexia in social media posts;Mohammadi;CLEF (Working Notes),2019

5. Detection and classification of mental illnesses on social media using roberta;Murarka,2020

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