Model: mediabiasgroup/roberta-anno-lexical-ft
Author: mediabiasgroup
Pipeline: text-classification
Library: transformers
Tags: transformers, safetensors, roberta, text-classification, media-bias, lexical-bias, paper:2411.11081, naacl-2025, en, dataset:mediabiasgroup/anno-lexical, arxiv:2411.11081, base_model:FacebookAI/roberta-base, base_model:finetune:FacebookAI/roberta-base, license:cc-by-nc-4.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: FacebookAI/roberta-base
Card metadata: license: cc-by-nc-4.0
pipeline_tag: text-classification
library_name: transformers
language: en
tags: media-bias, lexical-bias, paper:2411.11081, naacl-2025
datasets: mediabiasgroup/anno-lexical
base_model: roberta-base
model-index: name: RoBERTa-SA-FT (Anno-lexical)
results: task: type: text-classification
name: Lexical bias detection
dataset: name: BABE (test)
type: mediabiasgroup/BABE
metrics: name: precision
type: precision
value: 0.875
verified: no, name: recall
type: recall
value: 0.814
verified: no, name: f1
type: f1
value: 0.843
verified: no, name: mcc
type: matthews_correlation
value: 0.662
verified: no, task: type: text-classification
name: Lexical bias detection
dataset: name: BASIL (all sentences)
type: BASIL
metrics: name: precision
type: precision
value: 0.171
verified: no, name: recall
type: recall
value: 0.502
verified: no, name: f1
type: f1
value: 0.254
verified: no, name: mcc
type: matthews_correlation
value: 0.205
verified: no
Likes: 2 | All-time downloads: 305
Created: 2024-01-30 13:23:36