Measuring the Evolution of a Scientific Field through Citation Frames

TACL 2018 David JurgensSrijan KumarRaine HooverDan McFarlandDan Jurafsky

Evaluation Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK COMPARE
Sentence Classification ACL-ARC Random Forest F1 53.0 # 4
Citation Intent Classification ACL-ARC Feature-rich Random Forest F1 53.0 # 4
Citation Intent Classification SciCite Feature-Rich Random Forest F1 79.6 # 4
Sentence Classification SciCite Feature-Rich Random Forest F1 79.6 # 5