InferNER: an attentive model leveraging the sentence-level information for Named Entity Recognition in Microblogs

Benchmark Model Rank Results
named-entity-recognition-ner-on-conll-2003-englishInferNER–F1: 93.76
named-entity-recognition-on-wnut-2016InferNER–F1: 53.48
named-entity-recognition-on-wnut-2017InferNER–F1: 50.52