• Computer Science
  • Published in ACL 2012

Using Search-Logs to Improve Query Tagging

@inproceedings{Ganchev2012UsingST,
  title={Using Search-Logs to Improve Query Tagging},
  author={Kuzman Ganchev and Keith B. Hall and Ryan T. McDonald and Slav Petrov},
  booktitle={ACL},
  year={2012}
}
Syntactic analysis of search queries is important for a variety of information-retrieval tasks; however, the lack of annotated data makes training query analysis models difficult. We propose a simple, efficient procedure in which part-of-speech tags are transferred from retrieval-result snippets to queries at training time. Unlike previous work, our final model does not require any additional resources at run-time. Compared to a state-of-the-art approach, we achieve more than 20% relative error… CONTINUE READING

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