Settings

Theme

Content classification based on IAB taxonomy

trytaylor.ai

4 points by brianjkim21 2 years ago · 5 comments

Reader

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?

  • brianjkim21OP 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.

PaulHoule 2 years ago

Wow!

Keyboard Shortcuts

j
Next item
k
Previous item
o / Enter
Open selected item
?
Show this help
Esc
Close modal / clear selection