Named-entity Recognition - Available Technology

Available Technology

Several systems are available online. For traditional NER, the most popular publicly available systems are: OpenNLP NameFinder, Illinois NER system, Stanford NER system, and Lingpipe NER system. The Illinois NER reports 90.6 F1 on the CoNLL03 NER shared task data and the Stanford NER reports 86.86 F1.

There are also several publicly available Wikification systems for identifying important expressions in the text and cross-linking them to Wikipedia. Most notably, Illinois Wikification system WM Wikifier and TAGME . An overview of these system can be found here

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