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Fateme Daneshfar

Fateme Daneshfar

Academic rank: Assistant Professor
ORCID:
Education: PhD.
ScopusId: 35078447100
HIndex:
Faculty: Faculty of Engineering
Address: Department of Computer Engineering, Faculty of Engineering, University of Kurdistan
Phone:

Research

Title
Construction of an Annotated Corpus for Kurdish Abstractive Text Summarization
Type
Presentation
Keywords
text summarization, corpus, NLP, Kurdish language, transformer.
Year
2023
Researchers Fateme Daneshfar ، Pedram Yamini ، Abouzar Ghorbani

Abstract

Automatic text summarization has recently been an essential task in natural language processing (NLP). However, the development of summarizing systems needs datasets for proper evaluation. This requirement is necessary for less-resourced languages too. In this research, the first and free annotated corpus is produced and presented to evaluate abstract Kurdish text summarizing systems. News articles on this dataset have been utilized to collect the information. Also, an abstract Kurdish text summarization model based on the transformers has been developed for the first time to be evaluated by this dataset too. The current work can be a baseline for future research.