Automatic text processing: the transformation, analysis, and retrieval of information by computer
Automatic text processing: the transformation, analysis, and retrieval of information by computer
SIGDOC '86 Proceedings of the 5th annual international conference on Systems documentation
Contextual correlates of synonymy
Communications of the ACM
Placing search in context: the concept revisited
ACM Transactions on Information Systems (TOIS)
An Information-Theoretic Definition of Similarity
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
Verbs semantics and lexical selection
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
Co-occurrence Retrieval: A Flexible Framework for Lexical Distributional Similarity
Computational Linguistics
Evaluating WordNet-based Measures of Lexical Semantic Relatedness
Computational Linguistics
Identifying semantic relations and functional properties of human verb associations
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Non-classical lexical semantic relations
CLS '04 Proceedings of the HLT-NAACL Workshop on Computational Lexical Semantics
Using information content to evaluate semantic similarity in a taxonomy
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Using measures of semantic relatedness for word sense disambiguation
CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing
Using the structure of a conceptual network in computing semantic relatedness
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Comparing Wikipedia and German wordnet by evaluating semantic relatedness on multiple datasets
NAACL-Short '07 Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers
Wikipedia-based semantic interpretation for natural language processing
Journal of Artificial Intelligence Research
How well do semantic relatedness measures perform?: a meta-study
STEP '08 Proceedings of the 2008 Conference on Semantics in Text Processing
Wisdom of crowds versus wisdom of linguists – measuring the semantic relatedness of words
Natural Language Engineering
TSD'10 Proceedings of the 13th international conference on Text, speech and dialogue
Explanatory semantic relatedness and explicit spatialization for exploratory search
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Constructing and utilizing wordnets using statistical methods
Language Resources and Evaluation
Evaluating the results of methods for computing semantic relatedness
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
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Semantic relatedness is a special form of linguistic distance between words. Evaluating semantic relatedness measures is usually performed by comparison with human judgments. Previous test datasets had been created analytically and were limited in size. We propose a corpus-based system for automatically creating test datasets. Experiments with human subjects show that the resulting datasets cover all degrees of relatedness. As a result of the corpus-based approach, test datasets cover all types of lexical-semantic relations and contain domain-specific words naturally occurring in texts.