2006 OntolPopFromTextualMentions
- (Magnini et al., 2006) ⇒ Bernardo Magnini, Emanuele Pianta, Octavian Popescu, and Manuela Speranza. (2006). “Ontology Population from Textual Mentions: Task Definition and Benchmark.” In: Proceedings of the ACL 2006 Workshop on Ontology Population and Learning.
Subject Headings: Ontology Population from Text Algorithm, Weakly-Supervised Algorithm.
Notes
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Abstract
In this paper we propose and investigate Ontology Population from Textual Mentions (OPTM), a sub-task of Ontology Population from text where we assume that mentions for several kinds of entities (e.g. PERSON, ORGANIZATION, LOCATION, GEOPOLITICAL_ENTITY) are already extracted from a document collection. On the one hand, OPTM simplifies the general Ontology Population task, limiting the input textual material; on the other hand, it introduces challenging extensions to Ontology Population restricted to named entities, being open to a wider spectrum of linguistic phenomena. We describe a manually created benchmark for OPTM and discuss several factors which determine the difficulty of the task.
References
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| Author | volume | Date Value | title | type | journal | titleUrl | doi | note | year | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2006 OntolPopFromTextualMentions | Manuela Speranza Bernardo Magnini Emanuele Pianta Octavian Popescu | Ontology Population from Textual Mentions: Task Definition and Benchmark | http://tcc.itc.it/people/pianta/publications/olp2-2006-final.pdf |