One post tagged with "nlp"

This blog presents a comparative analysis of the foundational BERT model and the recent ModernBERT approach. We first establish the context by reviewing BERT's architecture and limitations. Subsequently, the analysis details how ModernBERT aims to address these shortcomings through its architectural modifications and evaluates its performance relative to BERT. The report concludes by discussing the identified limitations of ModernBERT and proposing viable solutions to overcome these challenges.