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ResearchFormerly WizWand

Relation Extraction on Instruc-tUIE RE

27.33Relation Boundary F1JsonTuning
5.198810.944416.6922.4356Oct 4, 2023
Updated 8mo ago

Evaluation results

MethodLinks
JsonTuningBackbone=LLaMA3-8B, Zero-shot generalization=true2023.1027.33
JsonTuningBackbone=Mistral-7B, Zero-shot generalization=true2023.1025.09
JsonTuningBackbone=LLaMA2-7B, Zero-shot generalization=true2023.1023.98
JsonTuningBackbone=LLaMA2-13B, Zero-shot generalization=true2023.1023.18
JsonTuningBackbone=LLaMA-13B, Zero-shot generalization=true2023.1022.97
TextTuningBackbone=LLaMA2-13B, Zero-shot generalization=true2023.1022.51
TextTuningBackbone=LLaMA3-8B, Zero-shot generalization=true2023.1022.34
TextTuningBackbone=Mistral-7B, Zero-shot generalization=true2023.1022.01
TextTuningBackbone=LLaMA-13B, Zero-shot generalization=true2023.1021.4
TextTuningBackbone=LLaMA2-7B, Zero-shot generalization=true2023.1020.74
JsonTuningBackbone=LLaMA-7B, Zero-shot generalization=true2023.1015.28
TextTuningBackbone=LLaMA-7B, Zero-shot generalization=true2023.1014.33
JsonTuningBackbone=Falcon-7B, Zero-shot generalization=true2023.108.36
TextTuningBackbone=Falcon-7B, Zero-shot generalization=true2023.106.05