TY - GEN
T1 - Cross domains Arabic named entity recognition system
AU - Al-Ahmari, S. Saad
AU - Abdullatif Al-Johar, B.
N1 - KAUST Repository Item: Exported on 2020-10-01
PY - 2016/7/11
Y1 - 2016/7/11
N2 - Named Entity Recognition (NER) plays an important role in many Natural Language Processing (NLP) applications such as; Information Extraction (IE), Question Answering (QA), Text Clustering, Text Summarization and Word Sense Disambiguation. This paper presents the development and implementation of domain independent system to recognize three types of Arabic named entities. The system works based on a set of domain independent grammar-rules along with Arabic part of speech tagger in addition to gazetteers and lists of trigger words. The experimental results shown, that the system performed as good as other systems with better results in some cases of cross-domains corpora. © (2016) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
AB - Named Entity Recognition (NER) plays an important role in many Natural Language Processing (NLP) applications such as; Information Extraction (IE), Question Answering (QA), Text Clustering, Text Summarization and Word Sense Disambiguation. This paper presents the development and implementation of domain independent system to recognize three types of Arabic named entities. The system works based on a set of domain independent grammar-rules along with Arabic part of speech tagger in addition to gazetteers and lists of trigger words. The experimental results shown, that the system performed as good as other systems with better results in some cases of cross-domains corpora. © (2016) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
UR - http://hdl.handle.net/10754/618211
UR - http://proceedings.spiedigitallibrary.org/proceeding.aspx?doi=10.1117/12.2240887
UR - http://www.scopus.com/inward/record.url?scp=84983037054&partnerID=8YFLogxK
U2 - 10.1117/12.2240887
DO - 10.1117/12.2240887
M3 - Conference contribution
SN - 9781510604308
BT - First International Workshop on Pattern Recognition
PB - SPIE-Intl Soc Optical Eng
ER -