Using various term dependencies according to their utilities

Lixin Shi, Jian‐Yun Nie · 2010

In this paper, we propose a model to integrate term dependencies. Different from previous studies, each pair of terms is assigned a different weight of dependency according to their utility to IR. The experiments show that our model can significantly outperform the previous dependency models using fixed weights.

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