Measuring the Evolution of a Scientific Field through Citation Frames

TACL 2018 · David Jurgens, Srijan Kumar, Raine Hoover, Dan McFarland, Dan Jurafsky ·

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davidjurgens/citation-function

48

Tasks

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Citation Intent Classification

Sentence Classification

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SciCite ACL ARC

Results from the Paper

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Ranked #4 on Sentence Classification on SciCite

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Task	Dataset	Model	Metric Name	Metric Value	Global Rank	Benchmark
Sentence Classification	ACL-ARC	Random Forest	F1	53.0	# 4	Compare
Citation Intent Classification	ACL-ARC	Feature-rich Random Forest	F1	53.0	# 5	Compare
Sentence Classification	SciCite	Feature-Rich Random Forest	F1	79.6	# 4	Compare
Citation Intent Classification	SciCite	Feature-Rich Random Forest	F1	82.6	# 5	Compare

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