Artificial Intelligence - Special volume on natural language processing
Computational Linguistics
Understanding metonymies in discourse
Artificial Intelligence
An Information-Theoretic Definition of Similarity
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
met*: a method for discriminating metonymy and metaphor by computer
Computational Linguistics
ACL '93 Proceedings of the 31st annual meeting on Association for Computational Linguistics
Unsupervised word sense disambiguation rivaling supervised methods
ACL '95 Proceedings of the 33rd annual meeting on Association for Computational Linguistics
Metonymy: reassessment, survey of acceptability, and its treatment in a machine translation system
ACL '92 Proceedings of the 30th annual meeting on Association for Computational Linguistics
Syntactic features and word similarity for supervised metonymy resolution
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Metonymy resolution as a classification task
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
Decoding wikipedia categories for knowledge acquisition
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
SemEval-2007 task 08: metonymy resolution at SemEval-2007
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
GYDER: maxent metonymy resolution
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
UTD-HLT-CG: semantic architecture for metonymy resolution and classification of nominal relations
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
XRCE-M: a hybrid system for named entity metonymy resolution
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
Leveraging different meronym discovery methods for bridging resolution in french
DAARC'11 Proceedings of the 8th international conference on Anaphora Processing and Applications
Local and global context for supervised and unsupervised metonymy resolution
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Transforming Wikipedia into a large scale multilingual concept network
Artificial Intelligence
| Hi-index | 0.01 |
This paper presents a supervised method for resolving metonymies. We enhance a commonly used feature set with features extracted based on collocation information from corpora, generalized using lexical and encyclopedic knowledge to determine the preferred sense of the potentially metonymic word using methods from unsupervised word sense disambiguation. The methodology developed addresses one issue related to metonymy resolution - the influence of local context. The method developed is applied to the metonymy resolution task from SemEval 2007. The results obtained, higher for the countries subtask, on a par for the companies subtask - compared to participating systems - confirm that lexical, encyclopedic and collocation information can be successfully combined for metonymy resolution.