Personal-ITY: A Novel YouTube-based Corpus for Personality Prediction in Italian
- ,
- Malvina Nissim,
- Viviana Patti
- University of Turin,
- University of Groningen
Research Output:
Conference Article in Proceeding or Book/Report chapter
Article in proceedings
Peer-review
Open access
Abstract
We present a novel corpus for personality prediction in Italian, containing a
larger number of authors and a different genre compared to previously available
resources. The corpus is built exploiting Distant Supervision, assigning Myers-
Briggs Type Indicator (MBTI) labels to YouTube comments, and can lend itself to
a variety of experiments. We report on preliminary experiments on Personal-ITY,
which can serve as a baseline for future work, showing that some types are easier
to predict than others, and discussing the perks of cross-dataset prediction.
larger number of authors and a different genre compared to previously available
resources. The corpus is built exploiting Distant Supervision, assigning Myers-
Briggs Type Indicator (MBTI) labels to YouTube comments, and can lend itself to
a variety of experiments. We report on preliminary experiments on Personal-ITY,
which can serve as a baseline for future work, showing that some types are easier
to predict than others, and discussing the perks of cross-dataset prediction.
Publication Information
Output type
Research Output:
Conference Article in Proceeding or Book/Report chapter
Article in proceedings
Peer-reviewOriginal language
EnglishPublication milestones
- Published - 2020
Publication status
Published - 2020
Publisher
Association for Computational Linguistics, United StatesHost publication title
Seventh Italian Conference on Computational LinguisticsAccess to documents
Accepted author manuscript, 177.23 KB
Final published version
License:CC BY, opens in new tab
Related Event
Title
The 7th Italian Conference on Computational Linguistics
Event type
ConferenceDate
01/03/2021 - 03/03/2021Location
BolognaItaly