Title
Error analysis of the TempEval temporal relation identification task
Abstract
The task to classify a temporal relation between temporal entities has proven to be difficult with unsatisfactory results of previous research. In TempEval07 that was a first attempt to standardize the task, six teams competed with each other for three simple relationidentification tasks and their results were comparably poor. In this paper we provide an analysis of the TempEval07 competition results, identifying aspects of the tasks which presented the systems with particular challenges and those that were accomplished with relative ease.
Year
Venue
Keywords
2009
SEW@NAACL-HLT
relative ease,temporal relation,tempeval07 competition result,error analysis,simple relationidentification task,previous research,particular challenge,temporal entity,tempeval temporal relation identification,unsatisfactory result
Field
DocType
Citations 
Computer science,Natural language processing,Artificial intelligence,Machine learning
Conference
1
PageRank 
References 
Authors
0.35
12
2
Name
Order
Citations
PageRank
Chong Min Lee114112.50
Graham Katz258941.68