HyperAI

Nested Named Entity Recognition On Ace 2005

المقاييس

F1

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

جدول المقارنة
اسم النموذجF1
boundary-smoothing-for-named-entity-187.15
neural-segmental-hypergraphs-for-overlapping74.5
a-unified-generative-framework-for-various84.74
parallel-instance-query-network-for-named87.42
unified-named-entity-recognition-as-word-word86.79
neural-architectures-for-nested-ner-through-184.33
bipartite-flat-graph-network-for-nested-named75.1
a-sequence-to-set-network-for-nested-named87.05
merge-and-label-a-novel-neural-network82.4
nested-named-entity-recognition-via84.93
sequence-to-nuggets-nested-entity-mention75.9
nested-named-entity-recognition-with85.4
fusing-heterogeneous-factors-with-triaffine88.83
optimizing-bi-encoder-for-named-entity89.5
to-be-continuous-or-to-be-discrete-those-are85.90
a-neural-transition-based-model-for-nested73.0
boningknife-joint-entity-mention-detection85.46
fusing-heterogeneous-factors-with-triaffine86.82
a-neural-layered-model-for-nested-named72.2
an-embarrassingly-easy-but-strong-baseline87.42
nested-named-entity-recognition-via-second84.34
nested-named-entity-recognition-via-second76.83
nested-named-entity-recognition-via-second83.99
locate-and-label-a-two-stage-identifier-for86.67
multi-grained-named-entity-recognition78.2