Papers with mapping human property knowledge
Feature2Vec: Distributional semantic modelling of human property knowledge (D19-1)
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| Challenge: | Existing distributional semantic models of word meaning are limited in size due to constraints associated with exhaustively listing properties for large numbers of words. |
| Approach: | They propose a method for mapping human property knowledge onto a distributional semantic space and adapt it to the task of modelling concept features. |
| Outcome: | The proposed model performs better on evaluation tasks and improves on other evaluation tasks. |