Research and implementation of multilingual automatic text abstracting methods
Journal: Science and Education (Vol.2, No. ST)Publication Date: 2021-06-15
Authors : Sukhrob Kholikulovich Khushvaqtov;
Page : 200-204
Keywords : multi-lingual text; language-independent techniques; languagespecific resources; specific information; multi-lingual TS;
Abstract
This paper addresses the problem of multi-lingual text summarisation. The goal is to analyse three approaches for generat-ing summaries in four languages (English, Spanish, German and French), in order to determine the best one to adopt when tack-ling this issue. The proposed approaches rely on: i) language-independent tech-niques; ii) language-specific resources; and iii) machine translation resources applied to a mono-lingual summariser. The evaluation carried out employing the JRC corpus - a corpus specifically created for multi-lingual summarisation - shows that the approach which uses language-specific resources is the most appropriate in our comparison framework, performing better than state-of-the-art multi-lingual
summarisers. Moreover, the readability assessment conducted over the resulting summaries for this approach proves that they are also very competitive with respect to their quality.
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