Named Entity Recognition from Arabic Wikipedia

Named Entity Recognition from Arabic Wikipedia

Authors	Mohit Behrang Kemal Oflazer Noah A. Smith
Publication date	2010
DOI	10.5339/qfarf.2010.cso9
Links	Original

Named Entity Recognition from Arabic Wikipedia - scientific work related to Wikipedia quality published in 2010, written by Mohit Behrang, Kemal Oflazer and Noah A. Smith.

Overview

AbstractNamed Entity Recognition (NER) is the problem of locating mentions to entities such as persons, locations and organizations. The named entity information is helpful for reducing the complexity of monolingual and multilingual processing tasks, such as information extraction, parsing and machine translation. Authors investigate the Arabic NER problem from the Arabic Wikipedia text. Authors employ statistical sequence labeling methods for solving the NER task. Previous studies suggest that sequence labeling methods, such as Conditional Random Fields, are the state of the art NER frameworks.The sequence labeling methods require human labeled training data. Most ofthe Arabic human labeled data for NER belong to the political news domain and the consequent trained models are biased towards the news domain. In contrast, target test data (Arabic Wikipedia articles) has a very diverse set of topics. The domain mismatch between the train and test data results in poor NER performance.In order to reduce the coverag...

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Wikipedia Quality

Behrang, Mohit; Oflazer, Kemal; Smith, Noah A.. (2010). "[[Named Entity Recognition from Arabic Wikipedia]]". Bloomsbury Qatar Foundation Journals. DOI: 10.5339/qfarf.2010.cso9.

English Wikipedia

{{cite journal |last1=Behrang |first1=Mohit |last2=Oflazer |first2=Kemal |last3=Smith |first3=Noah A. |title=Named Entity Recognition from Arabic Wikipedia |date=2010 |doi=10.5339/qfarf.2010.cso9 |url=https://wikipediaquality.com/wiki/Named_Entity_Recognition_from_Arabic_Wikipedia |journal=Bloomsbury Qatar Foundation Journals}}

HTML

Behrang, Mohit; Oflazer, Kemal; Smith, Noah A.. (2010). &quot;<a href="https://wikipediaquality.com/wiki/Named_Entity_Recognition_from_Arabic_Wikipedia">Named Entity Recognition from Arabic Wikipedia</a>&quot;. Bloomsbury Qatar Foundation Journals. DOI: 10.5339/qfarf.2010.cso9.