InstructUIE

Reported on 5 benchmarks across 1 task · 1 paper · 5 SOTA

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

Natural Language Processing5 results

Named Entity Recognition (NER)onCrossNER
AI· uses extra data· 2023-04-17
49
best: 61.7 (NuNERZero span)
SOTA
InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction arXiv:2304.08085
Named Entity Recognition (NER)onCrossNER
Literature· uses extra data· 2023-04-17
47.2
best: 64.9 (NuNERZero span)
SOTA
InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction arXiv:2304.08085
Named Entity Recognition (NER)onCrossNER
Music· uses extra data· 2023-04-17
53.2
best: 69.9 (NuNERZero span)
SOTA
InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction arXiv:2304.08085
Named Entity Recognition (NER)onCrossNER
Politics· uses extra data· 2023-04-17
48.2
best: 71.7 (NuNERZero span)
SOTA
InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction arXiv:2304.08085
Named Entity Recognition (NER)onCrossNER
Science· uses extra data· 2023-04-17
49.3
best: 65.4 (NuNERZero span)
SOTA
InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction arXiv:2304.08085