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- Titel:
NLP-based feature extraction for the detection of COVID-19 misinformation videos on YouTube
- Dokumenttyp:
- Konferenzbeitrag
- Autor(en):
- Juan Carlos Medina Serrano, Orestis Papakyriakopoulos, Simon Hegelich
- Abstract:
- We present a simple NLP methodology for detecting COVID-19 misinformation videos on YouTube by leveraging user comments. We use transfer learning pre-trained models to generate a multi-label classifier that can categorize conspiratorial content. We use the percentage of misinformation comments on each video as a new feature for video classification.
- Kongress- / Buchtitel:
- Proceedings of the 1st Workshop on NLP for COVID-19 at ACL 2020
- Kongress / Zusatzinformationen:
- Workshop on NLP for COVID-19 (NLP-COVID19)
- Verlag / Institution:
- Association for Computational Linguistics
- Jahr:
- 2020
- Jahr / Monat:
- 2020-07
- Sprache:
- en
- WWW:
- https://aclanthology.org/2020.nlpcovid19-acl.17/
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