Next Sentence Prediction

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Dec 4, 2023 · Artificial Intelligence

An Overview of BERT: Architecture, Pre‑training Tasks, Comparisons, and Applications

This article provides a comprehensive English overview of BERT, covering its original paper, model architecture, pre‑training objectives (Masked Language Model and Next Sentence Prediction), differences from ELMo, GPT and vanilla Transformers, parameter counts, main contributions, and a range of NLP application scenarios such as text classification, sentiment analysis, NER, and machine translation.