Effective and Robust Query-Based Stemming

@article{Paik2013EffectiveAR,
  title={Effective and Robust Query-Based Stemming},
  author={Jiaul H. Paik and Swapan K. Parui and Dipasree Pal and Stephen E. Robertson},
  journal={ACM Trans. Inf. Syst.},
  year={2013},
  volume={31},
  pages={18:1-18:29}
}
Stemming is a widely used technique in information retrieval systems to address the vocabulary mismatch problem arising out of morphological phenomena. The major shortcoming of the commonly used stemmers is that they accept the morphological variants of the query words without considering their thematic coherence with the given query, which leads to poor performance. Moreover, for many queries, such approaches also produce retrieval performance that is poorer than no stemming, thereby degrading… CONTINUE READING
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