Name
Abstract | ||
|---|---|---|
Deductive reasoning with natural language requires combining lexical resources with the world knowledge provided by ontologies. In this paper we describe the connection of FrameNet --a lexicon for English --to the Suggested Upper Merged Ontology (SUMO). We align FrameNet Semantic Types (ST) with SUMO classes, which we express in SUO-KIF, the language of SUMO. Based on this general-domain alignment, we have developed a semi-automatic, domain-specific approach for linking FrameNet Frame Elements (FE) to SUMO classes that is based on typical fillers of FEs in a particular domain. We thus provide restricted, ontology-based types on the fillers of FEs. We are confident that our basic work can improve semantic parsing and ontology lexicalization. |
Year | Venue | Keywords |
|---|---|---|
2006 | FOIS | domain-specific approach,lexical resource,deductive reasoning,framenet semantic types,suggested upper merged ontology,general-domain alignment,basic work,sumo class,framenet frame elements,natural language,linking framenet,sumo,framenet,ontologies |
Field | DocType | Volume |
Ontology (information science),Ontology,Process ontology,Lexicalization,Computer science,Natural language processing,Artificial intelligence,Suggested Upper Merged Ontology,Parsing,Upper ontology,FrameNet | Conference | 150 |
ISSN | ISBN | Citations |
0922-6389 | 1-58603-685-8 | 27 |
PageRank | References | Authors |
1.50 | 8 | 3 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Jan Scheffczyk | 1 | 89 | 7.26 |
| Adam Pease | 2 | 933 | 104.74 |
| Michael Ellsworth | 3 | 121 | 9.30 |