Sentence examples similar to an mixture of the topics from inspiring English sources
They reflect a mixture of the topics that spiked in realtime across the world (#egypt, #jan25, #japan), enduring pop culture memes (Charlie Sheen's #tigerblood), as well as quirky Twitter-only memes (#threewordstoliveby).
Topic modeling considers a document to be a mixture of topics, and a topic to be a probability distribution over words.
Latent topic models are based on the assumption that a text document can be represented as a mixture of topics, and each topic can be represented as a mixture over a dictionary of words.
The sixteenth theme (Miscellaneous) covered a mixture of topics while the other 15 lecture themes correlated closely with the subject areas provided in the survey of pharmacology courses in BSc degrees (UK) [ 10] and US medical schools [ 14].
It's a mixture of the two.
Our experiments in the subsequent section will highlight the importance of LTMs, which allow us to represent a turn as a mixture of multiple topics, towards classification, especially along the valence dimension.
Each crime is therefore a mixture of crime topics by virtue of the situations and behaviors present at the time of the crime.
Reiterating the conceptual connection with traditional topic modeling methods, the situation with crime parallels the idea that a single Tweet may draw on a mixture of different topics, while a single topic may be distributed across many quite distinctive Tweets.
Recognize then that each document reflects potentially a mixture of different topics by virtue of the words present in that document.
The basic idea is that a document is represented as a mixture of several topics, where each topic is characterized by a word distribution.
