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ResearchFormerly WizWand

Named Entity Recognition on CoNLL 2020

95.32F1 ScoreCrossWeigh
94.48894.70494.9295.136Sep 10, 2024
Updated 8mo ago

Evaluation results

MethodLinks
CrossWeighBackbone=LUKE-LARGE, Processing time (hh:mm)=26:192024.0995.32
SubRegWeigh (K-means)Backbone=LUKE-LARGE, Processing time (hh:mm)=6:362024.0995.31
VanillaBackbone=LUKE-LARGE2024.0995.29
SubRegWeigh (Random)Backbone=LUKE-LARGE, Processing time (hh:mm)=2:592024.0995.24
SubRegWeigh (Cos-Sim)Backbone=LUKE-LARGE, Processing time (hh:mm)=6:192024.0995.21
SubRegWeigh (K-means)Backbone=RoBERTa-LARGE, Processing time (hh:mm)=5:212024.0994.96
CrossWeighBackbone=RoBERTa-LARGE, Processing time (hh:mm)=30:552024.0994.93
SubRegWeigh (Cos-Sim)Backbone=RoBERTa-LARGE, Processing time (hh:mm)=4:512024.0994.91
VanillaBackbone=RoBERTa-LARGE2024.0994.8
SubRegWeigh (Random)Backbone=RoBERTa-LARGE, Processing time (hh:mm)=3:262024.0994.52