Class-based n-gram models of natural language
Computational Linguistics
Building a large annotated corpus of English: the penn treebank
Computational Linguistics - Special issue on using large corpora: II
Noun-phrase co-occurrence statistics for semiautomatic semantic lexicon construction
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
Distributional clustering of English words
ACL '93 Proceedings of the 31st annual meeting on Association for Computational Linguistics
Parsing vs. text processing in the analysis of dictionary definitions
ACL '88 Proceedings of the 26th annual meeting on Association for Computational Linguistics
Automatic acquisition of hyponyms from large text corpora
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 2
Inferring hierarchical descriptions
Proceedings of the eleventh international conference on Information and knowledge management
Patterns of text: in honour of Michael Hoey
Computational Linguistics - Summarization
Experiments in automated lexicon building for text searching
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
Acquisition of categorized named entities for web search
Proceedings of the thirteenth ACM international conference on Information and knowledge management
ACM SIGKDD Explorations Newsletter
Taxonomy learning: factoring the structure of a taxonomy into a semantic classification decision
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Unsupervised learning of name structure from coreference data
NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
Semantic classification of Chinese unknown words
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 2
Comparing Knowledge Sources for Nominal Anaphora Resolution
Computational Linguistics
Co-occurrence Retrieval: A Flexible Framework for Lexical Distributional Similarity
Computational Linguistics
Boosting automatic lexical acquisition with morphological information
ULA '02 Proceedings of the ACL-02 workshop on Unsupervised lexical acquisition - Volume 9
Building a hyponymy lexicon with hierarchical structure
ULA '02 Proceedings of the ACL-02 workshop on Unsupervised lexical acquisition - Volume 9
Improvements in automatic thesaurus extraction
ULA '02 Proceedings of the ACL-02 workshop on Unsupervised lexical acquisition - Volume 9
Exploiting strong syntactic heuristics and co-training to learn semantic lexicons
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
A bootstrapping method for learning semantic lexicons using extraction pattern contexts
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Fine-grained proper noun ontologies for question answering
SEMANET '02 Proceedings of the 2002 workshop on Building and using semantic networks - Volume 11
Learning subjective nouns using extraction pattern bootstrapping
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Automatically labeling hierarchical clusters
dg.o '06 Proceedings of the 2006 international conference on Digital government research
Building and Using a Lexical Knowledge Base of Near-Synonym Differences
Computational Linguistics
Mining Generalized Associations of Semantic Relations from Textual Web Content
IEEE Transactions on Knowledge and Data Engineering
A Taxonomy Learning Method and Its Application to Characterize a Scientific Web Community
IEEE Transactions on Knowledge and Data Engineering
Hierarchy extraction based on inclusion of appearance
ACLdemo '04 Proceedings of the ACL 2004 on Interactive poster and demonstration sessions
Determining the specificity of terms using compositional and contextual information
ACLstudent '04 Proceedings of the ACL 2004 workshop on Student research
Espresso: leveraging generic patterns for automatically harvesting semantic relations
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Towards terascale knowledge acquisition
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Extracting hyponyms of prespecified hypernyms from itemizations and headings in web documents
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Characterising measures of lexical distributional similarity
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Ontology learning: state of the art and open issues
Information Technology and Management
Harvesting Relational and Structured Knowledge for Ontology Building in the WPro Architecture
AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing
Extracting and Verifying Hyponymy Relations Based on Multiple Patterns and Features
KI '08 Proceedings of the 31st annual German conference on Advances in Artificial Intelligence
Mapping General-Specific Noun Relationships to WordNet Hypernym/Hyponym Relations
EKAW '08 Proceedings of the 16th international conference on Knowledge Engineering: Practice and Patterns
Metric-based ontology learning
Proceedings of the 2nd international workshop on Ontologies and information systems for the semantic web
Discovering Groups of Sibling Terms from Web Documents with XTREEM-SG
Journal on Data Semantics XI
Object-name search by visual appearance and spatio-temporal descriptions
Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication
Empirical measurements of lexical similarity in noun phrase conjuncts
ACL '07 Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions
Extracting hypernym pairs from the web
ACL '07 Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions
Extracting concept descriptions from the Web: the importance of attributes and values
Proceedings of the 2008 conference on Ontology Learning and Population: Bridging the Gap between Text and Knowledge
Learning Expressive Ontologies
Proceedings of the 2008 conference on Ontology Learning and Population: Bridging the Gap between Text and Knowledge
From Glossaries to Ontologies: Extracting Semantic Structure from Textual Definitions
Proceedings of the 2008 conference on Ontology Learning and Population: Bridging the Gap between Text and Knowledge
Information Extraction and Semantic Annotation of Wikipedia
Proceedings of the 2008 conference on Ontology Learning and Population: Bridging the Gap between Text and Knowledge
Automatically Harvesting and Ontologizing Semantic Relations
Proceedings of the 2008 conference on Ontology Learning and Population: Bridging the Gap between Text and Knowledge
MSDA: Wordsense Discrimination Using Context Vectors and Attributes
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Discovery and evaluation of non-taxonomic relations in domain ontologies
International Journal of Metadata, Semantics and Ontologies
Resolving and generating definite anaphora by modeling hypernymy using unlabeled corpora
CoNLL-X '06 Proceedings of the Tenth Conference on Computational Natural Language Learning
CoNLL '08 Proceedings of the Twelfth Conference on Computational Natural Language Learning
CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning
Extending a thesaurus with words from Pan-Chinese sources
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Translation and extension of concepts across languages
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Linguistic preprocessing for distributional classification of words
ElectricDict '04 Proceedings of the Workshop on Enhancing and Using Electronic Dictionaries
Nearly-automated metadata hierarchy creation
HLT-NAACL-Short '04 Proceedings of HLT-NAACL 2004: Short Papers
Bootstrapping distributional feature vector quality
Computational Linguistics
Deriving a large scale taxonomy from Wikipedia
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Learning concept hierarchies from text corpora using formal concept analysis
Journal of Artificial Intelligence Research
Semantic indexing of a competence map to support scientific collaboration in a research community
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Identifying concept attributes using a classifier
DeepLA '05 Proceedings of the ACL-SIGLEX Workshop on Deep Lexical Acquisition
Automatic extraction of idioms using graph analysis and asymmetric lexicosyntactic patterns
DeepLA '05 Proceedings of the ACL-SIGLEX Workshop on Deep Lexical Acquisition
Information Processing and Management: an International Journal
Corpus-based semantic lexicon induction with Web-based corroboration
UMSLLS '09 Proceedings of the Workshop on Unsupervised and Minimally Supervised Learning of Lexical Semantics
Extraction of hierarchies based on inclusion of co-occurring words with frequency information
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Stop word and related problems in web interface integration
Proceedings of the VLDB Endowment
A metric-based framework for automatic taxonomy induction
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 1 - Volume 1
A Verification Method of Hyponymy between Chinese Terms Based on Concept Space
AMT '09 Proceedings of the 5th International Conference on Active Media Technology
Geo-mining: discovery of road and transport networks using directional patterns
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Enhancement of lexical concepts using cross-lingual web mining
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Hypernym discovery based on distributional similarity and hierarchical structures
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Toward completeness in concept extraction and classification
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Using hypernymy acquisition to tackle (part of) textual entailment
TextInfer '09 Proceedings of the 2009 Workshop on Applied Textual Inference
Building clusters of related words: an unsupervised approach
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Extracting ontology concept hierarchies from text using Markov logic
Proceedings of the 2010 ACM Symposium on Applied Computing
Taxonomy construction using compound similarity measure
OTM'07 Proceedings of the 2007 OTM Confederated international conference on On the move to meaningful internet systems: CoopIS, DOA, ODBASE, GADA, and IS - Volume Part I
A new framework for taxonomy discovery from text
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Distinguishing between instances and classes in the wikipedia taxonomy
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
Is shallow parsing useful for unsupervised learning of semantic clusters?
CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing
Mining the web for hyponymy relations based on property inheritance
APWeb'08 Proceedings of the 10th Asia-Pacific web conference on Progress in WWW research and development
Automatic verification of "isa" relations based on features
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 2
Towards semi-automatic extraction of lexical semantics relations for Polish
International Journal of Intelligent Information and Database Systems
Taxonomy learning using word sense induction
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Learning word-class lattices for definition and hypernym extraction
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Automatically generating term-frequency-induced taxonomies
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
Paraphrase alignment for synonym evidence discovery
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Enriching the adjective domain in the Japanese wordnet
IceTAL'10 Proceedings of the 7th international conference on Advances in natural language processing
Directional distributional similarity for lexical inference
Natural Language Engineering
Clonal selection algorithm for learning concept hierarchy from Malay text
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Onto.PT: Automatic Construction of a Lexical Ontology for Portuguese
Proceedings of the 2010 conference on STAIRS 2010: Proceedings of the Fifth Starting AI Researchers' Symposium
Journal of Biomedical Informatics
A hybrid approach for learning concept hierarchy from Malay text using artificial immune network
Natural Computing: an international journal
Extracting hyponymic relations from Chinese free corpus
ACOS'06 Proceedings of the 5th WSEAS international conference on Applied computer science
Taxonomy induction based on a collaboratively built knowledge repository
Artificial Intelligence
Concept hierarchy construction by combining spectral clustering and subsumption estimation
WISE'06 Proceedings of the 7th international conference on Web Information Systems
Acquiring concept hierarchies of adjectives from corpora
ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
Feasibility of enriching a chinese synonym dictionary with a synchronous chinese corpus
FinTAL'06 Proceedings of the 5th international conference on Advances in Natural Language Processing
Generating and evaluating triples for modelling a virtual environment
OTM'05 Proceedings of the 2005 OTM Confederated international conference on On the Move to Meaningful Internet Systems
Learning a taxonomy from a set of text documents
Applied Soft Computing
Learning non-taxonomical semantic relations from domain texts
Journal of Intelligent Information Systems
NLDB'05 Proceedings of the 10th international conference on Natural Language Processing and Information Systems
Action patterns in business process model repositories
Computers in Industry
Finding taxonomical relation from an MRD for thesaurus extension
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Ontology enrichment through automatic semantic annotation of on-line glossaries
EKAW'06 Proceedings of the 15th international conference on Managing Knowledge in a World of Networks
Discovering semantic sibling groups from web documents with XTREEM-SG
EKAW'06 Proceedings of the 15th international conference on Managing Knowledge in a World of Networks
Unsupervised labeling of noun clusters
AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
Turning the web into a database: extracting data and structure
NLDB'09 Proceedings of the 14th international conference on Applications of Natural Language to Information Systems
Evaluation method for automated wordnet expansion
SIIS'11 Proceedings of the 2011 international conference on Security and Intelligent Information Systems
Probase: a probabilistic taxonomy for text understanding
SIGMOD '12 Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data
Corpus-Driven hyponym acquisition for turkish language
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Taxonomy induction using hierarchical random graphs
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
The dictionary-based quantified conceptual relations for hard and soft Chinese text clustering
NLDB'07 Proceedings of the 12th international conference on Applications of Natural Language to Information Systems
Efficient extraction of ontologies from domain specific text corpora
Proceedings of the 21st ACM international conference on Information and knowledge management
Learning Hierarchical Lexical Hyponymy
International Journal of Cognitive Informatics and Natural Intelligence
An automatic approach for ontology-based feature extraction from heterogeneous textualresources
Engineering Applications of Artificial Intelligence
AOW '07 Proceedings of the Third Australasian Workshop on Advances in Ontologies - Volume 85
Learning concept hierarchies from textual resources for ontologies construction
Expert Systems with Applications: An International Journal
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Previous work has shown that automatic methods can be used in building semantic lexicons. This work goes a step further by automatically creating not just clusters of related words, but a hierarchy of nouns and their hypernyms, akin to the hand-built hierarchy in WordNet.