Natural language based analysis of SQuAD: An analytical approach for BERT

•The NLP-based Question Answering System (NLP-QAS) is proposed for answer detection.•Remove and compare, Search with NER and POS (RNP) methods has been developed.•It’s the first one that extends the BERT model’s capability with RNP methods.•The accuracy of BERT has increased by approximately 1.1% to...

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Veröffentlicht in:	Expert systems with applications 2022-06, Vol.195, p.116592, Article 116592
Hauptverfasser:	Guven, Zekeriya Anil, Unalir, Murat Osman
Format:	Artikel
Sprache:	eng
Schlagworte:	BERT Deep learning Language Natural language Natural language processing Performance evaluation Question answering Questions SQuAD Text analysis
Online-Zugang:	Volltext
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