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Context constraint disambiguation of word semantics by field association schemes

Context constraint disambiguation of word semantics by field association schemes. Author ： Li Wang, Masao Fuketa , Kazuhiro Morita, Jun- ichi Aoe Presented ： Fen-Rou Ciou IPM, 2011. Outlines. Motivation Objectives Methodology Experiments Conclusions Comments. Motivation.

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Context constraint disambiguation of word semantics by field association schemes

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  1. Context constraint disambiguation of word semantics by field association schemes Author ： Li Wang, Masao Fuketa, Kazuhiro Morita, Jun-ichiAoe Presented ： Fen-Rou Ciou IPM, 2011

  2. Outlines • Motivation • Objectives • Methodology • Experiments • Conclusions • Comments

  3. Motivation • The traditional methods using case frames are not effective for solving context ambiguities.

  4. Objectives • This paper presents a new scheme for solving context ambiguities using a field association scheme.

  5. Methodology

  6. Methodology • Field association terms

  7. Methodology

  8. Methodology

  9. Experiments

  10. Experiments

  11. Experiments

  12. Experiments

  13. Conclusions • This paper proposed a new method of solving context ambiguities using a field association scheme. • The accuracy of the proposed field association scheme for context ambiguities is 65% higher than the case frame method.

  14. Comments • Advantages • This paper presents a new method of high accuracy. • Applications • Word Sense Disambiguation

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