Метрополис-Хастингс

With the proliferation of user-generated arti- cles over the web, it becomes imperative to de- velop automated methods that are aware of the ideological-bias implicit in a document col- lection. …...

Much of the recent work on depen- dency parsing has been focused on solv- ing inherent combinatorial problems as- sociated with rich scoring functions. In contrast, we demonstrate that highly …...

Weak topic correlation across document collections with different numbers of topics in individual collections presents challenges for existing cross-collection topic models. This paper introduces two probabilistic topic models, Correlated LDA …...

AbstractRecent work on controlled text generation has either required attribute-based fine-tuning of the base language model (LM), or has restricted the parameterization of the attribute discriminator to be compatible with …...