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COLING
2008

Experiments with Reasoning for Temporal Relations between Events

13 years 3 months ago
Experiments with Reasoning for Temporal Relations between Events
Few attempts have been made to investigate the utility of temporal reasoning within machine learning frameworks for temporal relation classification between events in news articles. This paper presents three settings where temporal reasoning aids machine learned classifiers of temporal relations: (1) expansion of the dataset used for learning; (2) detection of inconsistencies among the automatically identified relations; and (3) selection among multiple temporal relations. Feature engineering is another effort in our work to improve classification accuracy.
Marta Tatu, Munirathnam Srikanth
Added 08 Nov 2010
Updated 08 Nov 2010
Type Conference
Year 2008
Where COLING
Authors Marta Tatu, Munirathnam Srikanth
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