A hybrid approach for learning concept definitions from text

Felix DistelFelix Distel, Yue MaYue Ma

Felix Distel, Yue Ma
A hybrid approach for learning concept definitions from text
Proceedings of the 2013 International Workshop on Description Logics (DL'13), CEUR-WS, to appear

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Bibtex

KurzfassungAbstract
In recent years approaches for extracting formal definitions from natural language have been developed. These approaches typically use methods from natural language processing, such as relation extraction or syntax parsing. They make only limited use of description logic reasoning. We propose a hybrid approach combining natural language processing methods and description logic reasoning. In a first step description candidates are obtained using a natural language processing method. Description logic reasoning is used in a post-processing step to select good quality candidate definitions. We identify the corresponding reasoning problem and examine its complexity.
Bemerkung: Note: To appear.
Forschungsgruppe:Research Group: AutomatentheorieAutomata Theory

@inproceedings{ DiMa-DL13,
  address = {Ulm, Germany},
  author = {Felix {Distel} and Yue {Ma}},
  booktitle = {Proceedings of the 2013 International Workshop on Description Logics ({DL'13})},
  note = {To appear.},
  series = {CEUR-WS},
  title = {A hybrid approach for learning concept definitions from text},
  year = {2013},
}