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intent-classifier – AI Model by conceptnetUk | AlphaNeural AI

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conceptnetUk/
intent-classifier

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text-classification

intent-classification

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ConceptNet Intent Classifier

Fine-tuned distilbert-base-multilingual-cased on the ConceptNet 4-layer enterprise voice intent taxonomy.

Accuracy

Fast-path classifier: 83% · <5ms latency
Neural model: 98.6% · <100ms latency
L3 Predictive precision: 100%

The 4 Layers

L1 Basic — "Do X" — immediate execution
L2 Context-Aware — "Do X when Y" — conditional
L3 Predictive — "Do X before Y" — proactive
L4 Autonomous — "Do X always" — persistent agent

Languages

English · French · Spanish · German · Italian · Portuguese · Chinese · Arabic · Russian

Usage

python

from transformers import pipeline
classifier = pipeline("text-classification", model="conceptnetUk/intent-classifier")
classifier("Send the report when the contract is signed")

Links

Sandbox: https://conceptnet.co.uk/sandbox/
GitHub: https://github.com/wushu75/ConceptNet
Website: https://conceptnet.co.uk

© 2026 ConceptNet Ltd · Patents pending