The nature of statistical learning theory
The nature of statistical learning theory
An Information-Theoretic Definition of Similarity
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
Optimizing search engines using clickthrough data
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
An Approach for Measuring Semantic Similarity between Words Using Multiple Information Sources
IEEE Transactions on Knowledge and Data Engineering
Similarity-based word sense disambiguation
Computational Linguistics - Special issue on word sense disambiguation
Noun classification from predicate-argument structures
ACL '90 Proceedings of the 28th annual meeting on Association for Computational Linguistics
Novel association measures using web search with double checking
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Chinese Question Classification Using Combination Approach
SKG '07 Proceedings of the Third International Conference on Semantics, Knowledge and Grid
Computing Semantic Similarities Based on Machine-Readable Dictionaries
WSCS '08 Proceedings of the IEEE International Workshop on Semantic Computing and Systems
Using information content to evaluate semantic similarity in a taxonomy
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
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
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A novel ensemble model is suggested to measure the similarity between two words. The authors apply ranking support vector machines to combine the results of existing similarity models. Both training and test data are extracted from the standard Miller&Charles dataset randomly. Evaluations by cross validation show that the ensemble model outperforms known similarity models for not only English words, but also Chinese words.