Using Schema Matching to Simplify Heterogeneous Data Translation
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
SemTag and seeker: bootstrapping the semantic web via automated semantic annotation
WWW '03 Proceedings of the 12th international conference on World Wide Web
Natural Language Engineering
KIM – a semantic platform for information extraction and retrieval
Natural Language Engineering
Design and implementation of the UIMA common analysis system
IBM Systems Journal
HLT '01 Proceedings of the first international conference on Human language technology research
A mention-synchronous coreference resolution algorithm based on the Bell tree
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
A proof markup language for Semantic Web services
Information Systems
RelExt: a tool for relation extraction from text in ontology extension
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Automatic evaluation of ontologies (AEON)
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
The PASCAL recognising textual entailment challenge
MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment
The summary abox: cutting ontologies down to size
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
Explaining conclusions from diverse knowledge sources
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
Text2Onto: a framework for ontology learning and data-driven change discovery
NLDB'05 Proceedings of the 10th international conference on Natural Language Processing and Information Systems
Computing minimum cost diagnoses to repair populated DL-based ontologies
Proceedings of the 17th international conference on World Wide Web
Using the Dempster-Shafer Theory of Evidence to Resolve ABox Inconsistencies
Uncertainty Reasoning for the Semantic Web I
Extracting Enterprise Vocabularies Using Linked Open Data
ISWC '09 Proceedings of the 8th International Semantic Web Conference
Towards a wrapper-driven ontology-based framework for knowledge extraction
KSEM'07 Proceedings of the 2nd international conference on Knowledge science, engineering and management
Scalable cleanup of information extraction data using ontologies
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
The summary abox: cutting ontologies down to size
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
Explaining conclusions from diverse knowledge sources
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
Query driven hypothesis generation for answering queries over NLP graphs
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part II
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In our research to use information extraction to help populate the semantic web, we have encountered significant obstacles to interoperability between the technologies. We believe these obstacles to be endemic to the basic paradigms, and not quirks of the specific implementations we have worked with. In particular, we identify five dimensions of interoperability that must be addressed to successfully populate semantic web knowledge bases from information extraction systems that are suitable for reasoning. We call the task of transforming IE data into knowledge-bases knowledge integration, and briefly present a framework called KITE in which we are exploring these dimensions. Finally, we report on the initial results of an experiment in which the knowledge integration process uses the deeper semantics of OWL ontologies to improve the precision of relation extraction from text.