Model: tomaarsen/span-marker-bert-base-uncased-cross-ner
Author: tomaarsen
Pipeline: token-classification
Library: span-marker
Tags: span-marker, pytorch, tensorboard, safetensors, token-classification, ner, named-entity-recognition, en, dataset:P3ps/Cross_ner, license:apache-2.0, model-index, region:us
Card metadata: license: apache-2.0
library_name: span-marker
tags: span-marker, token-classification, ner, named-entity-recognition
pipeline_tag: token-classification
widget: text: the model is initially fit on a training dataset, the model (e.g. a neural net or a naive bayes classifier) is trained on the training dataset using a supervised learning method, for example using optimization methods such as gradient descent or stochastic gradient descent.
example_title: AI, text: it restricted the barbarians' selectorial options but they still boast 13 internationals including england full-back tim stimpson and recalled wing tony underwood, plus all black forwards ian jones and norm hewitt.
example_title: CoNLL, text: two decades after frank herbert's death, his son brian herbert, along with kevin j. anderson, published two sequels - hunters of dune (2006) and sandworms of dune (2007) - based on notes left behind by frank herbert for what he referred to as dune 7, his own planned seventh novel in the dune series.
example_title: Literature, text: polka is still a popular genre of folk music in many european countries and is performed by folk artists in poland, latvia, lithuania, czech republic, netherlands, croatia, slovenia, germany, hungary, austria, switzerland, italy, ukraine, belarus, russia and slovakia.
example_title: Music 1, text: as a strong advocate of animal rights, linda lent her support to many organizations such as people for the ethical treatment of animals (peta), the campaign to protect rural england, and friends of the earth.
example_title: Music 2, text: some of the most pronounced effects of hellenization can be seen in afghanistan and india, in the region of the relatively late-rising greco-bactrian kingdom (250-125 bc) (in modern afghanistan, pakistan, and tajikistan) and the indo-greek kingdom (180 bc - 10 ad) in modern afghanistan and india and created a culture of greco-buddhist art.
example_title: Politics, text: that first evening session was organized by jack yardley from johns hopkins university, and included henry appelman (university of michigan), harvey goldman (beth israel deaconess medical center and harvard medical school), bill hawk (the cleveland clinic), tom kent (university of iowa), si-chun ming (temple university), tom norris (university of washington), and robert riddell (university of chicago).
example_title: Science 1, text: viral tk phosphorylates aciclovir into its monophosphate form, which is subsequently phosphorylated to active aciclovir triphoshate by cellular kinases, thus selectively inhibiting viral dna polymerase.
example_title: Science 2
model-index: name: SpanMarker w. bert-base-uncased on CrossNER by Tom Aarsen
results: task: type: token-classification
name: Named Entity Recognition
dataset: type: P3ps/Cross_ner
name: CrossNER
split: test
revision: 7cecbbb3d2eb8c75c8571c53e5a5270cfd0c5a9e
metrics: type: f1
value: 0.8708
name: F1
verified: no, type: precision
value: 0.8763
name: Precision
verified: no, type: recall
value: 0.8654
name: Recall
verified: no
datasets: P3ps/Cross_ner
language: en
metrics: f1, recall, precision
Likes: 1 | All-time downloads: 11608
Created: 2023-08-14 22:03:17