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List of Tables

2.1 The four categories how temporal expressions can be realized

3.1 The decisions of a temporal tagger can be categorized using the confusion matrix

3.2 Evaluation example

3.3 Overview of temporal tagging research competitions

3.4 English news corpora annotated with temporal expressions

3.5 Non-English temporally annotated corpora containing news articles

4.1 Non-news corpora containing manual annotations of temporal expressions

4.2 Characteristics, challenges, and examples of the four domains that can be distinguished in the area of temporal tagging

4.3 Statistics of the four temporally annotated corpora

4.4 Six challenges that have to be addressed by a domain-sensitive temporal tagger

5.1 Comparison of the temporal taggers TIPSem, HeidelTime, SUTime, and UWTime

5.2 The official English TempEval-3 results of three HeidelTime versions, SUTime, and TIPSem

5.3 The official Spanish TempEval-3 results of HeidelTime and TIPSemB

5.4 Evaluation results of UWTime and HeidelTime 2.0 on the English TempEval-3 test data reported after the competition

5.5 UWTime’s and HeidelTime’s evaluation results on the WikiWars corpus

5.6 Evaluating HeidelTime, UWTime, SUTime, and TIPSemB on corpora of four different domains

5.7 Comparison of HeidelTime’s manually developed resources and automatically created resources

Domain-Sensitive Temporal Tagging

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