Cross-lingual Inductive Transfer to Detect Offensive Language
Table 1: Number of instances with associated label and language.
['[BOLD] Language/Label', '[BOLD] Positive', '[BOLD] Negative', '[BOLD] Total']
Turkish has the maximum examples with 31,277 examples, whereas Danish has 2,960 examples, comprising 48.70% and 4.60% of total data, respectively. Further analysis shows that positive instances, signifying offensive languages, are significantly lesser than non-offensive sentences. Offensive sentences comprise only 23.21% of total data. This percentage, however, varies from language to language, ranging from 12.97% for Danish to 33.23% for English.