Term-weighting approaches in automatic text retrieval
Information Processing and Management: an International Journal
Word association norms, mutual information, and lexicography
Computational Linguistics
Probabilistic models in information retrieval
The Computer Journal - Special issue on information retrieval
A translation approach to portable ontology specifications
Knowledge Acquisition - Special issue: Current issues in knowledge modeling
Natural language understanding (2nd ed.)
Natural language understanding (2nd ed.)
Mining generalized association rules
Future Generation Computer Systems - Special double issue on data mining
A language modeling approach to information retrieval
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
SIGDOC '86 Proceedings of the 5th annual international conference on Systems documentation
Data & Knowledge Engineering - Special issue on NLDB '99: applications of natural language to information systems
Using text processing techniques to automatically enrich a domain ontology
Proceedings of the international conference on Formal Ontology in Information Systems - Volume 2001
Inductive Logic Programming: Techniques and Applications
Inductive Logic Programming: Techniques and Applications
Ontology Learning for the Semantic Web
IEEE Intelligent Systems
Mining the Web for Synonyms: PMI-IR versus LSA on TOEFL
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
EKAW '99 Proceedings of the 11th European Workshop on Knowledge Acquisition, Modeling and Management
Measuring Similarity between Ontologies
EKAW '02 Proceedings of the 13th International Conference on Knowledge Engineering and Knowledge Management. Ontologies and the Semantic Web
User-Centred Ontology Learning for Knowledge Management
NLDB '02 Proceedings of the 6th International Conference on Applications of Natural Language to Information Systems-Revised Papers
Towards the Semantic Web: Ontology-driven Knowledge Management
Towards the Semantic Web: Ontology-driven Knowledge Management
Relationship-based clustering and cluster ensembles for high-dimensional data mining
Relationship-based clustering and cluster ensembles for high-dimensional data mining
Learning ontologies from natural language texts
International Journal of Human-Computer Studies
Introduction to the special issue on word sense disambiguation: the state of the art
Computational Linguistics - Special issue on word sense disambiguation
A simple rule-based part of speech tagger
ANLC '92 Proceedings of the third conference on Applied natural language processing
An information extraction core system for real world German text processing
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
On learning more appropriate Selectional Restrictions
EACL '95 Proceedings of the seventh conference on European chapter of the Association for Computational Linguistics
PRINCIPAR: an efficient, broad-coverage, principle-based parser
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 1
Automatic acquisition of domain knowledge for Information Extraction
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
The state of the art in ontology learning: a framework for comparison
The Knowledge Engineering Review
Ontologies and semantics for seamless connectivity
ACM SIGMOD Record
Learning domain ontologies for Web service descriptions: an experiment in bioinformatics
WWW '05 Proceedings of the 14th international conference on World Wide Web
The head-modifier principle and multilingual term extraction
Natural Language Engineering
The SYNDIKATE text knowledge base generator
HLT '01 Proceedings of the first international conference on Human language technology research
GATE: an architecture for development of robust HLT applications
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Accurate unlexicalized parsing
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Finding new terminology in very large corpora
Proceedings of the 3rd international conference on Knowledge capture
Adapting a synonym database to specific domains
RANLPIR '00 Proceedings of the ACL-2000 workshop on Recent advances in natural language processing and information retrieval: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 11
OntoBayes: An Ontology-Driven Uncertainty Model
CIMCA '05 Proceedings of the International Conference on Computational Intelligence for Modelling, Control and Automation and International Conference on Intelligent Agents, Web Technologies and Internet Commerce Vol-1 (CIMCA-IAWTIC'06) - Volume 01
Mining Generalized Associations of Semantic Relations from Textual Web Content
IEEE Transactions on Knowledge and Data Engineering
An Adaptation of the Vector-Space Model for Ontology-Based Information Retrieval
IEEE Transactions on Knowledge and Data Engineering
Semantic taxonomy induction from heterogenous evidence
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
SenseLearner: word sense disambiguation for all words in unrestricted text
ACLdemo '05 Proceedings of the ACL 2005 on Interactive poster and demonstration sessions
Ontologies are us: A unified model of social networks and semantics
Web Semantics: Science, Services and Agents on the World Wide Web
Ontology learning: state of the art and open issues
Information Technology and Management
Tree-Traversing Ant Algorithm for term clustering based on featureless similarities
Data Mining and Knowledge Discovery
KoMIS: An Ontology-Based Knowledge Management System for Industrial Safety
DEXA '07 Proceedings of the 18th International Conference on Database and Expert Systems Applications
Learning non-taxonomic relationships from web documents for domain ontology construction
Data & Knowledge Engineering
Constructing a Global Ontology by Concept Mapping Using Wikipedia Thesaurus
AINAW '08 Proceedings of the 22nd International Conference on Advanced Information Networking and Applications - Workshops
Open information extraction from the web
Communications of the ACM - Surviving the data deluge
Supporting the Construction of Spanish Legal Ontologies with Text2Onto
Computable Models of the Law
Ontology Construction Based on Latent Topic Extraction in a Digital Library
ICADL 08 Proceedings of the 11th International Conference on Asian Digital Libraries: Universal and Ubiquitous Access to Information
Catriple: Extracting Triples from Wikipedia Categories
ASWC '08 Proceedings of the 3rd Asian Semantic Web Conference on The Semantic Web
Constructing Web Corpora through Topical Web Partitioning for Term Recognition
AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Acquiring Semantic Relations Using the Web for Constructing Lightweight Ontologies
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Strategies for the Evaluation of Ontology Learning
Proceedings of the 2008 conference on Ontology Learning and Population: Bridging the Gap between Text and Knowledge
A probabilistic framework for automatic term recognition
Intelligent Data Analysis
WordNet::Similarity: measuring the relatedness of concepts
HLT-NAACL--Demonstrations '04 Demonstration Papers at HLT-NAACL 2004
Multidisciplinary instruction with the Natural Language Toolkit
TeachCL '08 Proceedings of the Third Workshop on Issues in Teaching Computational Linguistics
Unsupervised learning of semantic relations between concepts of a molecular biology ontology
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Knowledge representation in the semantic web for Earth and environmental terminology (SWEET)
Computers & Geosciences
Towards ontology learning from folksonomies
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
CRCTOL: A semantic-based domain ontology learning system
Journal of the American Society for Information Science and Technology
Utility of Ontology Extraction Tools in the Hands of Educators
ICSC '09 Proceedings of the 2009 IEEE International Conference on Semantic Computing
Distant supervision for relation extraction without labeled data
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
Selection of ontologies for the semantic web
ICWE'03 Proceedings of the 2003 international conference on Web engineering
Selection restrictions acquisition for parsing improvement
INAP'01 Proceedings of the Applications of prolog 14th international conference on Web knowledge management and decision support
Ontology Concepts for Requirements Engineering Process in E-Government Applications
ICIW '10 Proceedings of the 2010 Fifth International Conference on Internet and Web Applications and Services
Learning semantic grammars with constructive inductive logic programming
AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
Unsupervised ontology acquisition from plain texts: the OntoGain system
NLDB'10 Proceedings of the Natural language processing and information systems, and 15th international conference on Applications of natural language to information systems
Augmenting Lightweight Domain Ontologies with Social Evidence Sources
DEXA '10 Proceedings of the 2010 Workshops on Database and Expert Systems Applications
Resources for Turkish morphological processing
Language Resources and Evaluation
On how to perform a gold standard based evaluation of ontology learning
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
Heavyweight ontology engineering
OTM'06 Proceedings of the 2006 international conference on On the Move to Meaningful Internet Systems: AWeSOMe, CAMS, COMINF, IS, KSinBIT, MIOS-CIAO, MONET - Volume Part I
A hybrid approach for relation extraction aimed at the semantic web
FQAS'06 Proceedings of the 7th international conference on Flexible Query Answering Systems
ICSOC'12 Proceedings of the 10th international conference on Service-Oriented Computing
A phrase mining framework for recursive construction of a topical hierarchy
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Managing content, metadata and user-created annotations in web-based applications
Proceedings of the 2013 ACM symposium on Document engineering
Improving term extraction by utilizing user annotations
Proceedings of the 2013 ACM symposium on Document engineering
A PAM-based ontology concept and hierarchy learning method
Journal of Information Science
CFinder: An intelligent key concept finder from text for ontology development
Expert Systems with Applications: An International Journal
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Ontologies are often viewed as the answer to the need for interoperable semantics in modern information systems. The explosion of textual information on the Read/Write Web coupled with the increasing demand for ontologies to power the Semantic Web have made (semi-)automatic ontology learning from text a very promising research area. This together with the advanced state in related areas, such as natural language processing, have fueled research into ontology learning over the past decade. This survey looks at how far we have come since the turn of the millennium and discusses the remaining challenges that will define the research directions in this area in the near future.