Baobao Algorithm Notes

Feb 10, 2022 · Artificial Intelligence

Winning Kaggle’s Jigsaw Toxicity Challenge with Transfer Learning and Zero‑Shot Classification

This article breaks down the evolution of Kaggle’s Jigsaw toxic comment competitions and presents a three‑step solution—training on historic data, using a genetic algorithm to weight multi‑label predictions, and ensembling fifteen models—to achieve high‑accuracy zero‑shot text classification.