manifolds

Detecting Lexical Semantic Change across Corpora with Smooth Manifolds (Student Abstract)

Comparing two bodies of text and detecting words with significant lexical semantic shift between them is an important part of digital humanities. Traditional approaches have relied on aligning the different embeddings using the Orthogonal Procrustes …

Leveraging Smooth Manifolds for Lexical Semantic Change Detection across Corpora

Comparing two bodies of text and detecting words with significant lexical semantic shift between them is an important part of digital humanities. Traditional approaches have relied on aligning the different embeddings using the Orthogonal Procrustes …