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Exploiting and Evaluating a Supervised, Multilanguage Keyphrase Extraction Pipeline for Under-Resourced Languages

Marco Basaldella, Muhammad Helmy, Elisa Antolli, Mihai Horia Popescu, Giuseppe Serra, Carlo Tasso
2017 RANLP 2017 - Recent Advances in Natural Language Processing Meet Deep Learning  
This paper evaluates different techniques for building a supervised, multilanguage keyphrase extraction pipeline for languages which lack a gold standard.  ...  Starting from an unsupervised English keyphrase extraction pipeline, we implement pipelines for Arabic, Italian, Portuguese, and Romanian, and we build test collections for languages which lack one.  ...  Conclusions Our approach showed that it is possible to build an effective supervised keyphrase extraction pipeline for an under-resourced language which lacks a keyphrase extraction gold standard by training  ... 
doi:10.26615/978-954-452-049-6_012 dblp:conf/ranlp/BasaldellaHAPST17 fatcat:x5qlfaivkffvho3eapxhsxtyo4

Ensembles of Classifiers for Cleaning Web Parallel Corpora and Translation Memories Exploiting and Evaluating a Supervised, Multilanguage Keyphrase Extraction pipeline for under-resourced languages

Eduard, Marco Basaldella, Muhammad Helmy, Elisa Antolli, Horia Mihai, Giuseppe Popescu, Carlo Serra, Tasso
In 2017 RANLP hosts five workshops on influential NLP topics: Natural Language Processing and Information Retrieval; Knowledge Resources for the Socio-Economic Sciences and Humanities; Human-Informed Translation  ...  ; coreference resolution; corpus annotation; parsing and morphology; text summarisation and simplification; event extraction; fact checking and rumour analysis; NLP for healthcare; and NLP for social media  ...  Rohanian (University of Wolverhampton) Raphael Rubino (University of Saarland) Josef Ruppenhofer (Institute for German Language) Pavel Rychlý (Masaryk University) Magdaléna Rysová (Charles University)  ... 

Reassessing inflectional regularity in Modern Greek conjugation [chapter]

Stavros Bompolas, Franco Alberto Cardillo, Marcello Ferro, Claudia Marzi, Vito Pirrelli
Proceedings of the Third Italian Conference on Computational Linguistics CLiC-it 2016  
A multilayered manual annotation for exploring attitudes on fertility and parenthood has been applied.  ...  Acknowledgments A special thank is due to Alberto Lavelli and Alessandro Mazzei for enabling us to carry out an exact comparison with their parser.  ...  While LICO fills a gap with respect to similar resources existing for other languages, it is still under construction under several aspects.  ... 
doi:10.4000/books.aaccademia.1721 fatcat:6mvr6rntdnhrlgxyqoqrvasc6u