Papers

Paper Explanations

ML research papers broken down into intuitive explanations — making cutting-edge research accessible to everyone.

Microsoft ResearchPaper ExplanationTransformer

DeBERTa is the New King

Explore how DeBERTa revolutionizes NLP with its innovative Disentangled Attention Mechanism and Enhanced Mask Decoder, surpassing previous models like BERT and RoBERTa in performance and setting a new benchmark in the field

February 12, 202211 min read

TransformerLong SequencesLLM

LongFormer: The Long Document Transformer

Discover how Longformer overcomes the limitations of traditional Transformer models by introducing an attention mechanism that scales linearly with sequence length, enabling efficient processing of long documents

February 12, 20228 min read