ACE 2005
ACE 2005 Multilingual Training Corpus
Texts
ACE 2005 Multilingual Training Corpus contains the complete set of English, Arabic and Chinese training data for the 2005 Automatic Content Extraction (ACE) technology evaluation. The corpus consists of data of various types annotated for entities, relations and events by the Linguistic Data Consortium (LDC) with support from the ACE Program and additional assistance from LDC.
Source: https://catalog.ldc.upenn.edu/LDC2006T06 Image Source: https://arxiv.org/pdf/1811.06031.pdf
Benchmarks
Information Extraction/Relation F1Named Entity Recognition (NER)/F1Nested Mention Recognition/F1Relation Extraction/RE Micro F1Relation Extraction/RE+ Micro F1Relation Extraction/NER Micro F1Relation Extraction/Sentence EncoderRelation Extraction/Relation classification F1Relation Extraction/Cross SentenceRelation Extraction/Relation F1