ULMFiT - Malay

[cedric (Cedric Chee)]

Hi Piotr,

Thank you for your guidance. LM + text classification all done! Please check out the results

ULMFiT for Malay Language Project

Hey, I am pleased to introduce you to our State-of-the-Art Language Modeling and text classification in Malay language with perplexity of 29.30245 on Malay Wikipedia and 77.5% accuracy on DevCon’s Malaya dataset. Summary: the benchmark shows that using ULMFiT for text classification currently outperforms models built using classical machine learning or other neural networks. Benchmark Performance and result of various models for LM and sentiment analysis: Type Model Dataset Metric Value …