Named entities normalization - an example

Cvetana Krstev, Jelena Jaćimović, Duško Vitas

In a sample text following named entities were recognized, normalized and XML-tagged:

  • monetary expressions, tag <MONEY>, with attributes:
    • VALUE with normalized value — normalized numerical value and the ISO normalized currency unit;
    • MOD with possible modifications of a recognized value:
      • EXACT
      • LESS_THEN
      • GREATER_THEN
      • APPROX
  • measurement expressions, tag <MEASURE>, with attributes:
    • VALUE with normalized value — normalized numerical value and a normalized measurement unit (according to SI and USA recommendations);
    • MOD with possible modifications of a recognized value:
      • EXACT
      • LESS_THEN
      • GREATER_THEN
      • APPROX
  • temporal expressions, tag <TIMEX3>, with attributes:
    • TYPE type of a temporal expression:
      • DATE
      • TIME
      • DURATION
    • VALUE with normalized value according to ISO 8601-1997 standard;
    • MOD with possible modifications of a recognized value:
      • MID
      • ON
      • START
      • END
      • APPROX
A sample newspaper text A sample text tagged with NEs