Improving topic modeling through homophily for legal documents

Our German, French, Spanish, and Dutch runs use the same stopword lists as last year, but noise phrase patterns have been updated to cover query sets from CLEF-2001.. Our

For example, given a climate change domain ontology, if a document being used to train the topic model included text unrelated to climate change, those words would potentially have

Extracted topics and user feedback are used to generate new search keywords, which then guides the iterative search process.. The developed search prototype Toffee is designed to

The UTOPIAN system [2] is an example of a topic modeling framework based on this technique that allows users to interact with the topic model and steer the result in an

Formally, for r ≤ 1/2 and 0 ≤ ρ ≤ 1 let G(n, r, ρ) be a variant of the preferential attachment model in which the vertices are red or blue, n is the total number of nodes, and

Proposed method is based on topic mod- eling for chat messages and comparison of a detected topic of question with a topic of possible reply.. We show its efficiency on chat

On the other hand, we will try to improve topic extraction from the Bible, discussing the relationship between concrete words versus lexemes, the similarity between similar topics

We described a framework for applying topic modeling to RDF graph data and described how it can be used in a number of linked data tasks, including predict- ing entity types,