teimurjan/legal-clause-classifier

Legal Clause Classifier (ONNX)

Multi-label classifier for legal document clauses. Identifies clause types and associated risk levels.

Model Details

• Architecture: BERT-based sequence classification
• Format: ONNX (optimized for browser inference)
• Labels: 41 legal clause categories
• Risk Levels: high, medium, low

Usage with transformers.js

import { pipeline } from '@huggingface/transformers';

const classifier = await pipeline(
  'text-classification',
  'teimurjan/legal-clause-classifier',
  { device: 'wasm' }
);

const result = await classifier(
  'The Company shall indemnify and hold harmless the Contractor from any claims.'
);
console.log(result);

Labels

The model classifies text into 41 legal clause categories including:

• Indemnification
• Limitation of Liability
• Termination
• Confidentiality
• Governing Law
• And 36 more...

Each label includes a risk assessment (high/medium/low) in label_config.json.

License

MIT