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ResearchFormerly WizWand

Citation Intent Classification on ACL-ARC

74.53Macro F1ISS(Large-scale)
66.979668.939870.972.8602May 22, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ISS(Large-scale)Param=109M, Data=0.72G, FLOPS=8.30E182023.0574.53
TLM(Large)Param=109M, Data=3.64G, FLOPS=2.33E192023.0574.18
ISS(Medium-scale)Param=109M, Data=0.18G, FLOPS=4.15E182023.0573.42
TLM(Large-20%)Param=109M, Data=0.72G, FLOPS=8.30E182023.0573.42
RoBERTa-largeParam=355M, Data=160G, FLOPS=4.36E212023.0572.8
ISS(Small-scale)Param=109M, Data=0.18G, FLOPS=1.82E182023.0572.41
TLM(Medium)Param=109M, Data=1.21G, FLOPS=8.30E182023.0572.37
TLM(Small)Param=109M, Data=0.91G, FLOPS=2.74E182023.0569.84
Bert-BaseParam=109M, Data=16G, FLOPS=2.79E192023.0569.45
Bert LargeParam=355M, Data=16G, FLOPS=9.07E192023.0569.13
TLM(Medium-20%)Param=109M, Data=0.18G, FLOPS=4.15E182023.0568.82
RoBERTa-BaseParam=125M, Data=160G, FLOPS=1.54E212023.0568.34
TLM(Small-20%)Param=109M, Data=0.18G, FLOPS=1.82E182023.0567.27