Open Information Extraction for Spanish Language based on Syntactic Constraints

Abstract

Open Information Extraction (Open IE) serves for the analysis of vast amounts of texts by extraction of assertions, or relations, in the form of tuples 〈argument 1; relation; argument 2〉. Various approaches to Open IE have been designed to perform in a fast, unsupervised manner. All of them require language specific information for their implementation. In this work, we introduce an approach to Open IE based on syntactic constraints over POS tag sequences targeted at Spanish language. We describe the rules specific for Spanish language constructions and their implementation in EXTRHECH, an Open IE system for Spanish. We also discuss language-specific issues of implementation. We compare EXTRHECH’s performance with that of REVERB, a similar Open IE system for English, on a parallel dataset and show that these systems perform at a very similar level. We also compare EXTRHECH’s performance on a dataset of grammatically correct sentences against its performance on a dataset of random texts extracted from the Web, drastically different in their quality from the first dataset. The latter experiment shows robustness of EXTRHECH on texts from the Web.

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Cite this paper

@inproceedings{Zhila2014OpenIE, title={Open Information Extraction for Spanish Language based on Syntactic Constraints}, author={Alisa Zhila and Alexander F. Gelbukh}, booktitle={ACL}, year={2014} }