NLP Whack-A-Mole: Challenges in Cross-Domain Temporal Expression Extraction

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Knowledge Triples

Source Entity	Relationship	Target Entity
Parsing Issues OtherEntity	relatedTo	Rule-Based Parsing Method
Temporal Resolution Task	comparesWith	Newswire Text Material
Temporal Resolution Task	evaluatedIn	THYME Corpus Material
Temporal Resolution Task	outperforms	State of the Art Metric