Hugging Face model: chaichy/gbert-CTA-w-synth
Author: chaichy
Created: 2024-06-25 13:35:24
Last modified: 2024-09-06 09:57:11
Pipeline: text-classification
Library: transformers
Likes: 0 | Downloads: 4
Tags: transformers, safetensors, bert, text-classification, political-communication, social-science, synthetic-data, de, arxiv:2409.02690, base_model:deepset/gbert-large, base_model:finetune:deepset/gbert-large, license:apache-2.0, text-embeddings-inference, endpoints_compatible, region:us
Base model relation: finetune
Base models: id: deepset/gbert-large
Card metadata:
library_name: transformers
language: de
license: apache-2.0
tags: text-classification, political-communication, social-science, synthetic-data
model_name: gbert-CTA-w-synth
base_model: deepset/gbert-large
pipeline_tag: text-classification
results: task: type: text-classification
name: Call to Action Detection
dataset: name: German Instagram Political Content 2021
type: custom
metrics: name: Macro F1 Score
type: f1
value: 0.93, name: Binary F1 Score
type: f1
value: 0.89, name: Precision
type: precision
value: 0.98, name: Recall
type: recall
value: 0.81