Confidence-aware graph regularization with heterogeneous pairwise features

SIGIR, pp. 951-960, 2012.

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Keywords:
confidence-aware graph regularizationambiguous objectvaluable pairwiseconventional classification methodquery intent classificationMore(8+)

Abstract:

Conventional classification methods tend to focus on features of individual objects, while missing out on potentially valuable pairwise features that capture the relationships between objects. Although recent developments on graph regularization exploit this aspect, existing works generally assume only a single kind of pairwise feature, w...More

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