CoNLL#: Fine-grained Error Analysis and a Corrected Test Set for CoNLL-03 English

Andrew Rueda, Elena Álvarez Mellado, Constantine Lignos

Modern named entity recognition systems have steadily improved performance in the age of larger and more powerful neural models. However, over the past several years, the state-of-…