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- W2099843923 abstract "Topical noise in blogs arises when bloggers digress from the central topical thrust of their blogs. We introduce a method to explicitly incorporate a model of topical noise into a language modeling approach to the task of blog distillation. Topical noise is integrated into the model using a coherence score, which reflects the tightness of the topical structure of a blog. Tests performed on the TRECBlog06 corpus show that a naive integration of the coherence score as blog prior fails to achieve performance improvements. Instead, we develop a set of more sophisticated models in which the coherence score is weighted by a function of the blog retrieval score. The proposed models help improve effectiveness of our language modeling approach to the blog distillation task." @default.
- W2099843923 created "2016-06-24" @default.
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- W2099843923 date "2008-07-24" @default.
- W2099843923 modified "2023-09-28" @default.
- W2099843923 title "Blogger, stick to your story" @default.
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- W2099843923 doi "https://doi.org/10.1145/1390749.1390757" @default.
- W2099843923 hasPublicationYear "2008" @default.
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