A multilingual paradigm for automatic verb classification
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Investigations into the role of lexical semantics in word sense disambiguation
Investigations into the role of lexical semantics in word sense disambiguation
Verbnet: a broad-coverage, comprehensive verb lexicon
Verbnet: a broad-coverage, comprehensive verb lexicon
Spectral clustering for German verbs
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Clustering quality measures for data samples with multiple labels
DBA'06 Proceedings of the 24th IASTED international conference on Database and applications
Experiments on the Automatic Induction of German Semantic Verb Classes
Computational Linguistics
Exploiting a verb lexicon in automatic semantic role labelling
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
A subcategorization acquisition system for French verbs
HLT-SRWS '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Student Research Workshop
Computer aided correction and extension of a syntactic wide-coverage lexicon
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Novel labeling strategies for hierarchical representation of multidimensional data analysis results
AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
CICLing'08 Proceedings of the 9th international conference on Computational linguistics and intelligent text processing
Investigating the cross-linguistic potential of VerbNet: style classification
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
LIBSVM: A library for support vector machines
ACM Transactions on Intelligent Systems and Technology (TIST)
A new efficient and unbiased approach for clustering quality evaluation
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
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We present a novel approach to the automatic acquisition of a Verbnet like classification of French verbs which involves the use (i) of a neural clustering method which associates clusters with features, (ii) of several supervised and unsupervised evaluation metrics and (iii) of various existing syntactic and semantic lexical resources. We evaluate our approach on an established test set and show that it outperforms previous related work with an F-measure of 0.70.