Jacek Szczerbiński

AlleNoise - large-scale text classification benchmark dataset with real-world label noise

Label noise remains a challenge for training robust classification models. Most methods for mitigating label noise have been benchmarked using primarily datasets with synthetic noise. While the need for datasets with realistic noise distribution has partially been addressed by web-scraped benchmarks…