Corpus ID: 14551434

A hybrid approach for extracting semantic relations from texts

@inproceedings{Specia2006AHA,
  title={A hybrid approach for extracting semantic relations from texts},
  author={Lucia Specia and E. Motta},
  booktitle={OntologyLearning@COLING/ACL},
  year={2006}
}
We present an approach for extracting relations from texts that exploits linguistic and empirical strategies, by means of a pipeline method involving a parser, partof-speech tagger, named entity recognition system, pattern-based classification and word sense disambiguation models, and resources such as ontology, knowledge base and lexical databases. The relations extracted can be used for various tasks, including semantic web annotation and ontology learning. We suggest that the use of… Expand
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References

SHOWING 1-10 OF 25 REFERENCES
Discovering Knowledge in Texts for the learning of DOGMA-inspired ontologies
  • 57
  • PDF
RelExt: A Tool for Relation Extraction from Text in Ontology Extension
  • 206
  • PDF
Relation Extraction for Mining the Semantic Web
  • 39
  • PDF
A Novel Use of Statistical Parsing to Extract Information from Text
  • 221
  • PDF
Mapping Syntactic Dependencies onto Semantic Relations
  • 57
  • PDF
Extracting Relations with Integrated Information Using Kernel Methods
  • 341
  • PDF
Kernel Methods for Relation Extraction
  • 777
  • PDF
Probabilistic Reasoning for Entity & Relation Recognition
  • 155
  • PDF
AquaLog: An Ontology-Portable Question Answering System for the Semantic Web
  • 250
  • PDF
WordNet : an electronic lexical database
  • 13,083
  • PDF
...
1
2
3
...