Construction of an Annotated Corpus for KurdishAbstractive Text Summarization

Automatic text summarization has recently beenan essential task in natural language processing (NLP).However, the development of summarizing systems needsdatasets for proper evaluation. This requirement is necessaryfor less-resourced languages too. In this research, the first andfree annotated corpus is produced and presented to evaluateabstract Kurdish text summarizing systems. News articles onthis dataset have been utilized to collect the information. Also,an abstract Kurdish text summarization model based on thetransformers has been developed for the first time to beevaluated by this dataset too. The current work can be abaseline for future research.

کلیدواژه ها:

summarization ، corpus ، NLP ، Kurdishlanguage ، transformer