Italian MWE Acquisition Sample Clauses

Italian MWE Acquisition. CNR developed a tool for the automatic creation of MWE lexicons and tested it on Italian data (for which not many tools are readily available), although the tool is potentially language independent. The tool implements “light” statistical methods for the acquisition of MWEs and collocations in order to be robustly integrated in the distributed web service platform.. The purpose was not so much devising a new or innovative method, but to provide a free to use tool that creates a full lexical resource: The output of the tool in fact is a full MWE lexicon, in LMF- XML. The MWE lexicon building system works by: (1) extracting candidate collocation pairs with a desired POS-tag pair for first and last component of an MWE; (2) applying an initial frequency filter based on local maxima; (3) retrieving full collocation patterns; (4) using distributional evidence to filtered out irrelevant patterns; (5) further post-filtering to reduce noise, (6) building a lexicon in LMF format enriched with morphosyntactic and frequency information.. The multi-step nature of the module is designed to operate efficiently in a web service distributed environment. In PANACEA we decided to implement post-filters as separate pieces of software and services that users can combine with the core module to obtain the desired results.
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