CJIS v3.1 cjis-frames-classifier - Climate journalism multi-label classifier

77cd0d1 verified 17 days ago

899 Bytes

language: en
license: mit
library_name: pytorch
tags:
  - climate-journalism
  - cjis-copilot
  - frames
  - multi-label-classification

CJIS Co-pilot: Frames Classifier

Part of the Climate Journalism Intelligence System (CJIS) v3.1 "Journalistic Co-pilot".

Architecture

Base: Climate-pretrained DeBERTa (MLM on 20k climate articles)
Head: Specialist classifier for frames

Task

Frames classification for climate journalism articles.

Labels (8)

scientific
crisis
economic_solutions
political
justice_responsibility
health_ecological
security
human_interest

Usage

from transformers import pipeline

classifier = pipeline(
    "text-classification",
    model="maai-org/cjis-frames-classifier",
    return_all_scores=True
)

result = classifier("Your climate article here...")