When is a bishop not like a rook? When it’s like a rabbi! Multi-prototype BERT embeddings for estimating semantic relationships
Gabriella Chronis, Katrin Erk
Abstract
This paper investigates contextual language models, which produce token representations, as a resource for lexical semantics at the word or type level.
Topics & Concepts
Computer scienceInterpretabilityConcretenessNatural language processingArtificial intelligenceSecurity tokenSemantic similaritySimilarity (geometry)Context (archaeology)Word (group theory)Semantics (computer science)Construct (python library)LinguisticsPsychologyCognitive psychologyPaleontologyImage (mathematics)Programming languagePhilosophyComputer securityBiologyTopic ModelingNatural Language Processing TechniquesSpeech and dialogue systems