LLM-QA4RE (XXLarge)

Reported on 4 benchmarks across 1 task · 1 paper · 1 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing4 results

Relation ExtractiononSemEval-2010 Task 8
F1· 2023-05-18
43.5
SOTA
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors arXiv:2305.11159
Relation ExtractiononTACRED
F1· 2023-05-18
52.2
best: 86.6 (RAG4RE)
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors arXiv:2305.11159
Relation ExtractiononRe-TACRED
F1· 2023-05-18
66.5
best: 91.4 (EXOBRAIN)
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors arXiv:2305.11159
Relation ExtractiononTACRED-Revisited
F1· 2023-05-18
53.4
best: 88.3 (RAG4RE)
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors arXiv:2305.11159