383 research outputs found
Prominent Challenges in Abusive Language Detection on Social Media: Exploring Multidomain and Multilingual Settings
Get PDF#NonDicevoSulSerio at SemEval-2018 Task 3: Exploiting Emojis and Affective Content for Irony Detection in English Tweets.
Get PDFn/
Matching Theory and Data with Personal-ITY:What a Corpus of Italian YouTube Comments Reveals About Personality
Get PDF
Personal-ITY:A Novel YouTube-based Corpus for Personality Prediction in Italian
Get PDFWe 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
FlorUniTo@TRAC-2: Retrofitting Word Embeddings on an Abusive Lexicon for Aggressive Language Detection
Get PDFPersonal-ITY:A Novel YouTube-based Corpus for Personality Prediction in Italian
Get PDFWe 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
- …
