Piotr Miłkowski

PALS: Personalized Active Learning for Subjective Tasks in NLP

For subjective NLP problems, such as classification of hate speech, aggression, or emotions, personalized solutions can be exploited. Then, the learned models infer about the perception of the content independently for each reader. To acquire training data, texts are commonly randomly assigned to us…