An Axiomatic Study of Learned Term-Weighting Schemes

@inproceedings{Cummins2007AnAS,
  title={An Axiomatic Study of Learned Term-Weighting Schemes},
  author={Ronan Cummins},
  year={2007}
}
At present, there exists many term-weighting schemes each based on different underlying models of retrieval. Learning approaches are increasingly being applied to the termweighting problem, further increasing the number of useful term-weighting approaches available. Many of these termweighting schemes have certain features and properties in common. As such, it is beneficial to formally model these common features and properties. In this paper, we introduce a term-weighting scheme that has been… CONTINUE READING

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