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
Accurate methods for the statistics of surprise and coincidence
Computational Linguistics - Special issue on using large corpora: I
Retrieving collocations from text: Xtract
Computational Linguistics - Special issue on using large corpora: I
Experiments on candidate data for collocation extraction
EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 2
Multiword unit hybrid extraction
MWE '03 Proceedings of the ACL 2003 workshop on Multiword expressions: analysis, acquisition and treatment - Volume 18
Multilingual collocation extraction: issues and solutions
MLRI '06 Proceedings of the Workshop on Multilingual Language Resources and Interoperability
An extensive empirical study of collocation extraction methods
ACLstudent '05 Proceedings of the ACL Student Research Workshop
Comparing Window and Syntax Based Strategies for Semantic Extraction
PROPOR '08 Proceedings of the 8th international conference on Computational Processing of the Portuguese Language
Efficient multi-word expressions extractor using suffix arrays and related structures
Proceedings of the 2nd ACM workshop on Improving non english web searching
Fips, a "deep" linguistic multilingual parser
DeepLP '07 Proceedings of the Workshop on Deep Linguistic Processing
Multilingual collocation extraction: issues and solutions
MLRI '06 Proceedings of the Workshop on Multilingual Language Resources and Interoperability
Deep linguistic multilingual translation and bilingual dictionaries
StatMT '09 Proceedings of the Fourth Workshop on Statistical Machine Translation
Comparing Different Properties Involved in Word Similarity Extraction
EPIA '09 Proceedings of the 14th Portuguese Conference on Artificial Intelligence: Progress in Artificial Intelligence
Collocation extraction using monolingual word alignment method
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Various criteria of collocation cohesion in internet: comparison of resolving power
CICLing'08 Proceedings of the 9th international conference on Computational linguistics and intelligent text processing
Computational Linguistics
Two-Word Collocation Extraction Using Monolingual Word Alignment Method
ACM Transactions on Intelligent Systems and Technology (TIST)
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This paper focuses on the use of advanced techniques of text analysis as support for collocation extraction. A hybrid system is presented that combines statistical methods and multilingual parsing for detecting accurate collocational information from English, French, Spanish and Italian corpora. The advantage of relying on full parsing over using a traditional window method (which ignores the syntactic information) is first theoretically motivated, then empirically validated by a comparative evaluation experiment.