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Named Entity Recognition using Cross-lingual Resources: Arabic as an Example
Published on Oct 02, 20133356 Views
Some languages lack large knowledge bases and good discriminative features for Name Entity Recognition (NER) that can generalize to previously unseen named entities. One such language is Arabic, which
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Chapter list
NER using Cross-‐Lingual Resources: Arabic as an Example00:00
Motivation - 100:11
Motivation - 200:47
Proposed Solution02:04
Arabic NER Features02:37
Our Baseline Setup03:41
Training and Test Sets04:22
Baseline Results06:13
Cross Lingual and English Resources07:07
Cross Lingual Capitalization08:58
Cross Lingual Capitaliztion Results10:22
Cross Lingual Transliteration11:45
Cross Lingual Transliteration Results13:14
Using DBPedia14:16
Using DBPedia Results16:38
All Results - 118:17
All Results - 218:35
Conclusion19:42
Puong it all together23:29