Selection and information: a class-based approach to lexical relationships
Selection and information: a class-based approach to lexical relationships
Multiword Expressions: A Pain in the Neck for NLP
CICLing '02 Proceedings of the Third International Conference on Computational Linguistics and Intelligent Text Processing
Automatic retrieval and clustering of similar words
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
Verbs semantics and lexical selection
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
Automatic identification of non-compositional phrases
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Detecting a continuum of compositionality in phrasal verbs
MWE '03 Proceedings of the ACL 2003 workshop on Multiword expressions: analysis, acquisition and treatment - Volume 18
An empirical model of multiword expression decomposability
MWE '03 Proceedings of the ACL 2003 workshop on Multiword expressions: analysis, acquisition and treatment - Volume 18
Measuring the relative compositionality of verb-noun (V-N) collocations by integrating features
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Compositionality and multiword expressions: six of one, half a dozen of the other?
MWE '06 Proceedings of the Workshop on Multiword Expressions: Identifying and Exploiting Underlying Properties
Measuring MWE compositionality using semantic annotation
MWE '06 Proceedings of the Workshop on Multiword Expressions: Identifying and Exploiting Underlying Properties
Automatic identification of non-compositional multi-word expressions using latent semantic analysis
MWE '06 Proceedings of the Workshop on Multiword Expressions: Identifying and Exploiting Underlying Properties
Unsupervised type and token identification of idiomatic expressions
Computational Linguistics
Unsupervised Classification of Verb Noun Multi-Word Expression Tokens
CICLing '09 Proceedings of the 10th International Conference on Computational Linguistics and Intelligent Text Processing
Statistically-driven alignment-based multiword expression identification for technical domains
MWE '09 Proceedings of the Workshop on Multiword Expressions: Identification, Interpretation, Disambiguation and Applications
Verb noun construction MWE token supervised classification
MWE '09 Proceedings of the Workshop on Multiword Expressions: Identification, Interpretation, Disambiguation and Applications
Improving statistical machine translation using domain bilingual multiword expressions
MWE '09 Proceedings of the Workshop on Multiword Expressions: Identification, Interpretation, Disambiguation and Applications
Handling sparsity for verb noun MWE token classification
GEMS '09 Proceedings of the Workshop on Geometrical Models of Natural Language Semantics
Can recognising multiword expressions improve shallow parsing?
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Identifying multi-word expressions by leveraging morphological and syntactic idiosyncrasy
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Extraction of multi-word expressions from small parallel corpora
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Detecting noun compounds and light verb constructions: a contrastive study
MWE '11 Proceedings of the Workshop on Multiword Expressions: from Parsing and Generation to the Real World
Hybrid and interactive domain-specific translation for multilingual access to digital libraries
NLP4DL'09/AT4DL'09 Proceedings of the 2009 international conference on Advanced language technologies for digital libraries
Identifying verbal collocations in wikipedia articles
TSD'11 Proceedings of the 14th international conference on Text, speech and dialogue
A rapid method to extract multiword expressions with statistic measures and linguistic rules
WISM'11 Proceedings of the 2011 international conference on Web information systems and mining - Volume Part II
A hybrid approach for multiword expression identification
PROPOR'10 Proceedings of the 9th international conference on Computational Processing of the Portuguese Language
Identification of multi-word expressions by combining multiple linguistic information sources
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Extraction of multi-word expressions from small parallel corpora
Natural Language Engineering
Learning to detect english and hungarian light verb constructions
ACM Transactions on Speech and Language Processing (TSLP) - Special issue on multiword expressions: From theory to practice and use, part 1
Modeling the internal variability of multiword expressions through a pattern-based method
ACM Transactions on Speech and Language Processing (TSLP) - Special issue on multiword expressions: From theory to practice and use, part 1
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This paper describes a fully unsupervised and automated method for large-scale extraction of multiword expressions (MWEs) from large corpora. The method aims at capturing the non-compositionality of mwes; the intuition is that a noun within a mwe cannot easily be replaced by a semantically similar noun. To implement this intuition, a noun clustering is automatically extracted (using distributional similarity measures), which gives us clusters of semantically related nouns. Next, a number of statistical measures -- based on selectional preferences --- is developed that formalize the intuition of non-compositionality. Our approach has been tested on Dutch, and automatically evaluated using Dutch lexical resources.