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

61f1891 verified 17 days ago

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

CJIS Co-pilot: Sentiments 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 sentiments

Task

Sentiments classification for climate journalism articles.

Labels (4)

alarm_urgent
critical_skeptical
solution_oriented
neutral_balanced

Usage

from transformers import pipeline

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

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