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arXiv 2011.05688cs.CL
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Personal-ITY: A Novel YouTube-based Corpus for Personality Prediction in Italian

University of Turin(都灵大学);University of Groningen(格罗宁根大学)

Elisa Bassignana, Malvina Nissim, Viviana Patti

英文摘要:

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.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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