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- 728 creator fabio-rinaldi.
- 728 creator gerold-schneider.
- 728 creator kaarel-kaljurand.
- 728 creator michael-hess.
- 728 type InProceedings.
- 728 label "Dependency-Based Relation Mining for Biomedical Literature".
- 728 sameAs 728.
- 728 abstract "We describe techniques for the automatic detection of relationships among domain entities (e.g. genes, proteins, diseases) mentioned in the biomedical literature. Our approach is based on the adaptive selection of candidate interactions sentences, which are then parsed using our own dependency parser. Specific syntax-based filters are used to limit the number of possible candidate interacting pairs. The approach has been implemented as a demonstrator over a corpus of 2000 richly annotated MedLine abstracts, and later tested by participation to a text mining competition. In both cases, the results obtained have proved the adequacy of the proposed approach to the task of interaction detection.".
- 728 hasAuthorList authorList.
- 728 hasTopic Linguistics.
- 728 isPartOf proceedings.
- 728 keyword "Information Extraction, Information Retrieval".
- 728 keyword "Parsing Systems".
- 728 keyword "Text mining".
- 728 title "Dependency-Based Relation Mining for Biomedical Literature".