Ontology-Based Linguistic Annotation
نویسندگان
چکیده
We propose an ontology-based framework for linguistic annotation of written texts. We argue that linguistic annotation can be actually considered a special case of semantic annotation with regard to an ontology such as pursued within the context of the Semantic Web. Furthermore, we present CREAM, a semantic annotation framework, as well as its concrete implementation OntoMat and show how they can be used for the purpose of linguistic annotation. We demonstrate the value of our framework by applying it to the annotation of anaphoric relations in written texts.
منابع مشابه
An Ontology-Based Multimedia Annotator for the Semantic Web of Language Engineering
The development of the Semantic Web, the next-generation Web, greatly relies on the availability of ontologies and powerful annotation tools. However, there is a lack of ontology-based annotation tools for linguistic multimedia data. Existing tools either lack ontology support or provide limited support for multimedia. To fill the gap, we present an ontology-based linguistic multimedia annotati...
متن کاملOntology-Based Interface Specifications for a NLP Pipeline Architecture
The high level of heterogeneity between linguistic annotations usually complicates the interoperability of processing modules within an NLP pipeline. In this paper, a framework for the interoperation of NLP components, based on a data-driven architecture, is presented. Here, ontologies of linguistic annotation are employed to provide a conceptual basis for the tag-set neutral processing of ling...
متن کاملTowards a Standardized Linguistic Annotation of the Textual Content of Labels in Knowledge Representation Systems
We propose applying standardized linguistic annotation to terms included in labels of knowledge representation schemes (taxonomies or ontologies), hypothesizing that this would help improving ontology-based semantic annotation of texts. We share the view that currently used methods for including lexical and terminological information in such hierarchical networks of concepts are not satisfactor...
متن کاملLinguistic Annotation for the Semantic Web
Establishing the semantic web on a large scale implies the widespread annotation of web documents with ontology-based knowledge markup. For this purpose, tools have been developed that allow for semi-automatic annotation of web documents with ontology-based metadata. However, given that a large number of web documents consist either fully or at least partially of free text, language technology ...
متن کاملFormal Description of Resources for Ontology-based Semantic Annotation
Ontology-based semantic annotation aims at putting fragments of a text in correspondence with proper elements of an ontology such that the formal semantics encoded by the ontology can be exploited to represent text interpretation. In this paper, we formalize a resource for this goal. The main difficulty in achieving good semantic annotations consists in identifying fragments to be annotated and...
متن کامل