Content classification based on IAB taxonomy

Content classification based on IAB taxonomy(trytaylor.ai)

4 points by brianjkim21 2 years ago | 5 comments

bpiche 2 years ago |

Cool product. Not clear what sort of classification models are being used - if they're statistical/classical, deep learning, or zero shot LLMs. Video demo shows 'Product classifier', 'Intent classifier', 'Sentiment classifier' options. LSTM?

brianjkim21 2 years ago | |

thanks! primarily classical. we designed an ensemble that considers both lexical & semantic similarity and trained on large datasets of labeled text.

we train our own 'out-of-the-box' models (like the intent classification, IAB, O*NET-SOC, NAICS) or you can create a custom model by just defining what labels you want.

bpiche 2 years ago | | |

Oh nice. Long live classical ML! Best of luck to you.

PaulHoule 2 years ago |

Wow!