GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction

Benchmark Model Rank Results
named-entity-recognition-ner-on-bc5cdrGoLLIE#11F1: 88.4
named-entity-recognition-ner-on-conll-2003GoLLIE#26F1: 93.1
named-entity-recognition-ner-on-ncbi-diseaseGoLLIE#22F1: 86.5
named-entity-recognition-on-ace-2005GoLLIE#2F1: 89.6
named-entity-recognition-on-wnut-2017GoLLIE#11F1: 54.3
relation-extraction-on-ace-2005GoLLIE#4RE Micro F1: 70.1
zero-shot-named-entity-recognition-ner-on-1GoLLIE#2AI: 61.6Literature: 62.7Music: 68.4Politics: 60.2Science: 56.3