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

dea4a6a verified 18 days ago

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

CJIS Co-pilot: Categories 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 categories

Task

Categories classification for climate journalism articles.

Labels (7)

climate_governance_policy
climate_physical_impacts
climate_socio_environmental_impacts
energy_transition
climate_adaptation
economic_frameworks
climate_skepticism

Usage

from transformers import pipeline

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

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