Әлеуметтік медиа жазбалары

AbstractThis paper presents RuSentiment, a new dataset for sentiment analysis of social media posts in Russian, and a new set of comprehensive annotation guidelines that are extensible to other languages. …...

AbstractMental health is a significant and growing public health concern. As language usage can be leveraged to obtain crucial insights into mental health conditions, there is a need for large-scale, …...

AbstractThere have been a recent line of works to automatically predict the emotions of posts in social media. Existing approaches consider the posts individually and predict their emotions independently. Different …...

AbstractNot all documents are equally important. Language processing is increasingly finding use as a supplement for questionnaires to assess psychological attributes of consenting individuals, but most approaches neglect to consider …...

AbstractThis paper discusses how ML based classifiers can be enhanced disproportionately by adding small amounts of qualitative linguistic knowledge. As an example we present the Danish classifier Smatgrisene, our contribution …...

In this paper, we analyze the interplay be- tween the use of offensive language and men- tal health. We acquired publicly available datasets created for offensive language identi- fication and …...

AbstractThis paper presents a novel task to generate poll questions for social media posts. It offers an easy way to hear the voice from the public and learn from their …...

AbstractSocial media posts provide a compelling, yet challenging source of data of diverse perspectives from many socially salient groups. Automatic text summarization algorithms make this data accessible at scale by …...