Model: tomaarsen/span-marker-bert-base-uncased-bionlp
Author: tomaarsen
Pipeline: token-classification
Library: span-marker
Tags: span-marker, pytorch, tensorboard, safetensors, token-classification, ner, named-entity-recognition, generated_from_span_marker_trainer, en, dataset:tner/bionlp2004, license:other, model-index, co2_eq_emissions, region:us
Card metadata: language: en
license: other
library_name: span-marker
tags: span-marker, token-classification, ner, named-entity-recognition, generated_from_span_marker_trainer
datasets: tner/bionlp2004
metrics: precision, recall, f1
widget: Coexpression of HMG I/Y and Oct-2 in cell lines lacking Oct-2 results in high levels of HLA-DRA gene expression, and in vitro DNA-binding studies reveal that HMG I/Y stimulates Oct-2A binding to the HLA-DRA promoter., In erythroid cells most of the transcription activity was contained in a 150 bp promoter fragment with binding sites for transcription factors AP2, Sp1 and the erythroid-specific GATA-1., Synergy between signal transduction pathways is obligatory for expression of c-fos in B and T cell lines: implication for c-fos control via surface immunoglobulin and T cell antigen receptors., CIITA mRNA is normally inducible by IFN-gamma in class II non-inducible, RB-defective lines, and in one line, re-expression of RB has no effect on CIITA mRNA induction levels., As we reported previously, MNDA mRNA level in adherent monocytes is elevated by IFN-alpha; in this study, we further assessed MNDA expression in in vitro monocyte-derived macrophages.
pipeline_tag: token-classification
co2_eq_emissions: emissions: 45.104
source: codecarbon
training_type: fine-tuning
on_cloud: no
gpu_model: 1 x NVIDIA GeForce RTX 3090
cpu_model: 13th Gen Intel(R) Core(TM) i7-13700K
ram_total_size: 31.777088165283203
hours_used: 0.296
model-index: name: SpanMarker with bert-base-uncased on BioNLP2004
results: task: type: token-classification
name: Named Entity Recognition
dataset: name: BioNLP2004
type: tner/bionlp2004
split: test
metrics: type: f1
value: 0.7620637836032726
name: F1
verified: no, type: precision
value: 0.7289958470876371
name: Precision
verified: no, type: recall
value: 0.7982742537313433
name: Recall
verified: no
Likes: 5 | All-time downloads: 25995
Created: 2023-09-05 21:29:20