High Availability Architecture

May 27, 2019 · Artificial Intelligence

A Survey of Transfer Learning and Model Pre‑training Techniques for Natural Language Processing

This article reviews the taxonomy of transfer learning in NLP, summarizes representative pre‑training models such as ELMo, ULMFiT, BERT, GPT, MASS and UNILM, discusses their strengths and limitations, and provides practical recommendations for applying these techniques in real‑world projects.