Model: cardiffnlp/twitter-roberta-base-2022-154m-tweetner7-2020
Author: cardiffnlp
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, roberta, token-classification, dataset:tner/tweetner7, model-index, endpoints_compatible, region:us
Card metadata: datasets: tner/tweetner7
metrics: f1, precision, recall
model-index: name: cardiffnlp/twitter-roberta-base-2022-154m-tweetner7-2020
results: task: name: Token Classification
type: token-classification
dataset: name: tner/tweetner7
type: tner/tweetner7
args: tner/tweetner7
metrics: name: F1
type: f1
value: 0.6419150543257219
verified: no, name: Precision
type: precision
value: 0.6451010159990658
verified: no, name: Recall
type: recall
value: 0.6387604070305273
verified: no, name: F1 (macro)
type: f1_macro
value: 0.5829431071584856
verified: no, name: Precision (macro)
type: precision_macro
value: 0.5886989381701707
verified: no, name: Recall (macro)
type: recall_macro
value: 0.5796110916728531
verified: no, name: F1 (entity span)
type: f1_entity_span
value: 0.7753631609529343
verified: no, name: Precision (entity span)
type: precision_entity_span
value: 0.7791661800770758
verified: no, name: Recall (entity span)
type: recall_entity_span
value: 0.7715970856944605
verified: no
pipeline_tag: token-classification
widget: text: Jacob Collier is a Grammy awarded artist from England.
example_title: NER Example 1
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Created: 2023-06-23 20:41:43