The New Wave of Sequence Modeling: A Comparative Analysis of State Space Models and Transformer

Introduction: The Shifting Landscape of Sequence Modeling The field of sequence modeling was fundamentally reshaped in 2017 with the introduction of the Transformer architecture. Its core innovation, the self-attention mechanism, Read More …

The Role of Natural Language Processing (NLP) in Language Understanding

Introduction Natural Language Processing (NLP) is a subfield of artificial intelligence that focuses on the interaction between computers and human language. It encompasses a range of techniques and algorithms that Read More …