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ResearchFormerly WizWand

Named Entity Recognition on CoNLL-CW (test)

96.12F1 ScoreSubRegWeigh (K-means)
94.944895.249995.55595.8601Sep 10, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SubRegWeigh (K-means)Backbone=LUKE-LARGE, Processing time (hh:mm)=6:362024.0996.12
CrossWeighBackbone=LUKE-LARGE, Processing time (hh:mm)=26:192024.0995.96
SubRegWeigh (Random)Backbone=LUKE-LARGE, Processing time (hh:mm)=2:592024.0995.94
SubRegWeigh (Cos-Sim)Backbone=LUKE-LARGE, Processing time (hh:mm)=6:192024.0995.93
VanillaBackbone=LUKE-LARGE2024.0995.92
SOTA2024.0995.88
SubRegWeigh (K-means)Backbone=RoBERTa-LARGE, Processing time (hh:mm)=5:212024.0995.45
VanillaBackbone=RoBERTa-LARGE2024.0995.27
SubRegWeigh (Random)Backbone=RoBERTa-LARGE, Processing time (hh:mm)=3:262024.0995.24
SubRegWeigh (Cos-Sim)Backbone=RoBERTa-LARGE, Processing time (hh:mm)=4:512024.0995.17
CrossWeighBackbone=RoBERTa-LARGE, Processing time (hh:mm)=30:552024.0994.99