@inproceedings{degorski-etal-2008-definition,
    title = "Definition Extraction Using a Sequential Combination of Baseline Grammars and Machine Learning Classifiers",
    author = "Deg{\'o}rski, {\L}ukasz  and
      Marci{\'n}czuk, Micha{\l}  and
      Przepi{\'o}rkowski, Adam",
    editor = "Calzolari, Nicoletta  and
      Choukri, Khalid  and
      Maegaard, Bente  and
      Mariani, Joseph  and
      Odijk, Jan  and
      Piperidis, Stelios  and
      Tapias, Daniel",
    booktitle = "Proceedings of the Sixth International Conference on Language Resources and Evaluation ({LREC}'08)",
    month = may,
    year = "2008",
    address = "Marrakech, Morocco",
    publisher = "European Language Resources Association (ELRA)",
    url = "https://preview.aclanthology.org/iwcs-25-ingestion/L08-1294/",
    abstract = "The paper deals with the task of definition extraction from a small and noisy corpus of instructive texts. Three approaches are presented: Partial Parsing, Machine Learning and a sequential combination of both. We show that applying ML methods with the support of a trivial grammar gives results better than a relatively complicated partial grammar, and much better than pure ML approach."
}