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Multilingual Extraction Ontologies [chapter]

David W. Embley, Stephen W. Liddle, Deryle W. Lonsdale, Byung-Joo Shin, Yuri Tijerino
2014 Towards the Multilingual Semantic Web  
We propose multilingual extraction ontologies accessible via mobile devices as an aid to resolving these issues.  ...  We envision an interdisciplinary mentored research environment as an ideal way to resolve the myriad of technical problems involved in building the envisioned collection of multilingual extraction ontologies  ...  The system uses multilingual extraction ontologies to arrange useful information in an understandable way.  ... 
doi:10.1007/978-3-662-43585-4_10 fatcat:zrjtuplj3fav7b6ufnjfral4ra

Ontologies for Multilingual Extraction

Deryle W. Lonsdale, David W. Embley, Stephen W. Liddle
2010 The Web Conference  
We propose multilingual extraction ontologies as an approach to resolving these issues. Our ontologies provide a conceptual framework for a narrow domain of interest.  ...  We quantify the success of linguistically grounded ontologies by measuring precision and recall of extracted concepts, and we can gauge the success of automated cross-linguistic-mapping construction by  ...  There are currently a few efforts in the area of multilingual information extraction.  ... 
dblp:conf/www/LonsdaleEL10 fatcat:k4ywfidfbrerda4bgcvsjoz66a

LOME: Large Ontology Multilingual Extraction [article]

Patrick Xia, Guanghui Qin, Siddharth Vashishtha, Yunmo Chen, Tongfei Chen, Chandler May, Craig Harman, Kyle Rawlins, Aaron Steven White, Benjamin Van Durme
2021 arXiv   pre-print
We present LOME, a system for performing multilingual information extraction.  ...  We can further apply third-party modules for other types of annotation, like relation extraction.  ...  Conclusions To facilitate increased interest in large-ontology, multilingual, document-level knowledge extraction, we create and demonstrate LOME, a system for event and entity knowledge graph creation  ... 
arXiv:2101.12175v2 fatcat:aviegtknb5hb5kf5eysd5qdili

Multilingual Ontologies for Cross-Language Information Extraction and Semantic Search [chapter]

David W. Embley, Stephen W. Liddle, Deryle W. Lonsdale, Yuri Tijerino
2011 Lecture Notes in Computer Science  
We propose a suite of multilingual extraction ontologies as a solution to this problem.  ...  We ground extraction ontologies in each language of interest, and we map both the data and the metadata among the language-specific extraction ontologies.  ...  We begin by describing extraction ontologies (Section 2.1) and multilingual ontologies (Section 2.2).  ... 
doi:10.1007/978-3-642-24606-7_12 fatcat:752v3kaynzgznaxx4upzjwtrka

Corpus-based Translation of Ontologies for Improved Multilingual Semantic Annotation

Claudia Bretschneider, Heiner Oberkampf, Sonja Zillner, Bernhard Bauer, Matthias Hammon
2014 Proceedings of the Third Workshop on Semantic Web and Information Extraction  
Ontologies have proven to be useful to enhance NLP-based applications such as information extraction. In the biomedical domain rich ontologies are available and used for semantic annotation of texts.  ...  For evaluation, we automatically translated RadLex ontology concepts from English into German.  ...  The problem, however, is that most of the available ontologies are not multilingual, i.e., they have either no or only few non-English concept labels.  ... 
doi:10.3115/v1/w14-6201 dblp:conf/acl-swaie/BretschneiderOZ14 fatcat:g7gvyimn5zbmxjnmwg4wjunaxm

Establishing Interoperability Between Linguistic and Terminological Ontologies [chapter]

Wim Peters
2012 New Trends of Research in Ontologies and Lexical Resources  
LexInfo [2] and the Linguistic Information Repository (LIR) [3] is to associate multilingual linguistic knowledge with conceptual ontology elements.  ...  The LingNet Model http://www.lisa.org/tmx/ 2 http://docs.oasis-open.org/xliff/v1.2/os/xliff-core.pdf 3 first version: http://www.gate.ac.uk/ns/ontologies/LingNet/LingNet-v0.1.owl.  ... 
doi:10.1007/978-3-642-31782-8_3 dblp:series/tanlp/Peters13 fatcat:5pq3ilul7bgvtadv4mkkxhflka

Lexical Mediation for Ontology-Based Annotation of Multimedia [chapter]

Mario Cataldi, Rossana Damiano, Vincenzo Lombardo, Antonio Pizzo
2012 New Trends of Research in Ontologies and Lexical Resources  
In many cases, the annotation terms refer to structured ontologies.  ...  We present the annotation schema, the software architecture for integrating several large scale ontologies, and the lexical interface for negotiating the ontological term.  ...  This can be achieved through the ontological property hasGloss which links each single ontological concept to a unique formal definition extracted by WordNet.  ... 
doi:10.1007/978-3-642-31782-8_7 dblp:series/tanlp/CataldiDLP13 fatcat:ospnwo57nbh2dkcak3sh4wqnna

On the Role of Senses in the Ontology-Lexicon [chapter]

Philipp Cimiano, John McCrae, Paul Buitelaar, Elena Montiel-Ponsoda
2012 New Trends of Research in Ontologies and Lexical Resources  
ontology.  ...  ontology.  ... 
doi:10.1007/978-3-642-31782-8_4 dblp:series/tanlp/CimianoMBM13 fatcat:b2sdojwjafdldacxdmyvwlvad4

How Ontology Based Information Retrieval Systems May Benefit from Lexical Text Analysis [chapter]

Sylvie Ranwez, Benjamin Duthil, Mohameth François Sy, Jacky Montmain, Patrick Augereau, Vincent Ranwez
2012 New Trends of Research in Ontologies and Lexical Resources  
Gene Ontology). They can also be general or domain specific. Extraction techniques are needed to make use of such term meaning or concept for indexing purposes.  ...  This assumption is based on the fact that a document keyword isusedasanindexing unit only when information extraction tools failed at connecting it to a concept within the ontology.  ... 
doi:10.1007/978-3-642-31782-8_11 dblp:series/tanlp/RanwezDSMAR13 fatcat:5hy7tjkacvefrg5ip37x4vejfi

Towards Open Data for Linguistics: Linguistic Linked Data [chapter]

Christian Chiarcos, John McCrae, Philipp Cimiano, Christiane Fellbaum
2012 New Trends of Research in Ontologies and Lexical Resources  
Multilinguality The model supports the specification of the linguistic grounding with respect to any language.  ...  The Ontologies of Linguistic Annotation (Chiarcos, 2008, OLiA) are a modular set of ontologies that establish such a linking.  ... 
doi:10.1007/978-3-642-31782-8_2 dblp:series/tanlp/ChiarcosMCF13 fatcat:jozijvxbu5eylo2qcg5aysqaou

LOME: Large Ontology Multilingual Extraction

Patrick Xia, Guanghui Qin, Siddharth Vashishtha, Yunmo Chen, Tongfei Chen, Chandler May, Craig Harman, Kyle Rawlins, Aaron Steven White, Benjamin Van Durme
2021 Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations   unpublished
We present LOME, a system for performing multilingual information extraction.  ...  We can further apply third-party modules for other types of annotation, like relation extraction.  ...  information extraction with large ontologies.  ... 
doi:10.18653/v1/2021.eacl-demos.19 fatcat:w4j7aa4slzcpno3oeaehnzl6vu

The Agile Cliché: Using Flexible Stereotypes as Building Blocks in the Construction of an Affective Lexicon [chapter]

Tony Veale
2012 New Trends of Research in Ontologies and Lexical Resources  
All bindings for NOUN are then automatically extracted from the results before being manually inspected.  ...  The authors of [20] harvested tens of thousands of instances of this pattern from the Web, to extract sets of adjectival properties for thousands of commonplace nouns.  ... 
doi:10.1007/978-3-642-31782-8_13 dblp:series/tanlp/Veale13 fatcat:se2gc2wvsbazbmu35wx4fvroqy

Multilingual Epidemic Event Extraction : From simple Classification methods to Open Information Extraction (OIE) and Ontology

Sihem Sahnoun, Sorbonne University, France, Gaël Lejeune, Sorbonne University, France
2021 Proceedings of the Conference Recent Advances in Natural Language Processing - Deep Learning for Natural Language Processing Methods and Applications   unpublished
Our idea is to propose a system that uses an ontology which includes information in different languages and covers specific epidemiological concepts, it is also based on the multilingual open information  ...  We describe a methodology of five main stages: Preprocessing, relation extraction, named entity recognition (NER), event recognition and the matching between the information extracted and the ontology.  ...  extracted and the ontology.  ... 
doi:10.26615/978-954-452-072-4_138 fatcat:fc7ljsumqzhkzl5n76iixrbhfi

Building a multilingual ontology for education domain using monto method

Merlin Florrence
2020 Computer Science and Information Technologies  
In this paper, we propose a MOnto (Multilingual Ontology) methodology to develop multilingual ontology applications for education domain.  ...  New algorithms are proposed for merging and mapping multilingual ontologies.  ...  Retrieving information in various languages can be named as multilingual information retrieval. In ontologies, SPARQL query is used to extract the knowledge from the ontology repository.  ... 
doi:10.11591/csit.v1i2.p47-53 fatcat:ggy4zofcrnc5ro4ox5nanylcce

Enhancing portability with multilingual ontology-based knowledge management

Aviv Segev, Avigdor Gal
2008 Decision Support Systems  
In this paper we propose an ontology-based model for multilingual knowledge management in information systems.  ...  Also, our experiments show that news items in different languages can be identified by a single ontology concept using contexts.  ...  Contexts are extracted from the sample documents in the extraction step. Finally, extracted contexts are associated with ontology concepts. We now describe each of these steps in more details.  ... 
doi:10.1016/j.dss.2007.07.011 fatcat:jwg65ypz5vdzhhdxum62oiyxei
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