Word association norms, mutual information, and lexicography
Computational Linguistics
Foundations of statistical natural language processing
Foundations of statistical natural language processing
Multiword Expressions: A Pain in the Neck for NLP
CICLing '02 Proceedings of the Third International Conference on Computational Linguistics and Intelligent Text Processing
Methods for the qualitative evaluation of lexical association measures
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
A finite-state morphological grammar of hebrew
Natural Language Engineering
Part-of-speech tagging of modern hebrew text
Natural Language Engineering
Representation and treatment of multiword expressions in Basque
MWE '04 Proceedings of the Workshop on Multiword Expressions: Integrating Processing
Integrating morphology with multi-word expression processing in Turkish
MWE '04 Proceedings of the Workshop on Multiword Expressions: Integrating Processing
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
A measure of syntactic flexibility for automatically identifying multiword expressions in corpora
MWE '07 Proceedings of the Workshop on a Broader Perspective on Multiword Expressions
Semantics-based multiword expression extraction
MWE '07 Proceedings of the Workshop on a Broader Perspective on Multiword Expressions
Editorial: Introduction to the special issue on multiword expressions: Having a crack at a hard nut
Computer Speech and Language
Extraction of multi-word expressions from small parallel corpora
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
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
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
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
| Hi-index | 0.00 |
Multi-word expressions constitute a significant portion of the lexicon of every natural language, and handling them correctly is mandatory for various NLP applications. Yet such entities are notoriously hard to define, and are consequently missing from standard lexicons and dictionaries. Multi-word expressions exhibit idiosyncratic behavior on various levels: orthographic, morphological, syntactic and semantic. In this work we take advantage of the morphological and syntactic idiosyncrasy of Hebrew noun compounds and employ it to extract such expressions from text corpora. We show that relying on linguistic information dramatically improves the accuracy of compound extraction, reducing over one third of the errors compared with the best baseline.