Model: tomaarsen/span-marker-xlm-roberta-large-conll03-doc-context
Author: tomaarsen
Pipeline: token-classification
Library: span-marker
Tags: span-marker, pytorch, safetensors, token-classification, ner, named-entity-recognition, en, dataset:conll2003, dataset:tomaarsen/conll2003, base_model:FacebookAI/xlm-roberta-large, base_model:finetune:FacebookAI/xlm-roberta-large, license:apache-2.0, model-index, region:us
Base models (finetune): id: FacebookAI/xlm-roberta-large
Card metadata: language: en
license: apache-2.0
library_name: span-marker
tags: span-marker, token-classification, ner, named-entity-recognition
datasets: conll2003, tomaarsen/conll2003
metrics: f1, recall, precision
pipeline_tag: token-classification
widget: text: Amelia Earhart flew her single engine Lockheed Vega 5B across the Atlantic to Paris.
example_title: Amelia Earhart
base_model: xlm-roberta-large
model-index: name: SpanMarker w. xlm-roberta-large on CoNLL03 with document-level context by Tom Aarsen
results: task: type: token-classification
name: Named Entity Recognition
dataset: name: CoNLL03 w. document context
type: conll2003
split: test
revision: 01ad4ad271976c5258b9ed9b910469a806ff3288
metrics: type: f1
value: 0.9442
name: F1
verified: no, type: precision
value: 0.9411
name: Precision
verified: no, type: recall
value: 0.9473
name: Recall
verified: no
Likes: 0 | All-time downloads: 775
Created: 2023-06-10 14:58:07