Domain Embeddings for Generating Complex Descriptions of Concepts in Italian Language

arXiv:2402.16632v1 Announce Type: new
Abstract: In this work, we propose a Distributional Semantic resource enriched with linguistic and lexical information extracted from electronic dictionaries, designed to address the challenge of bridging the gap between the continuous semantic values represented by distributional vectors and the discrete descriptions offered by general semantics theory. Recently, many researchers have concentrated on the nexus between embeddings and a comprehensive theory of semantics and meaning. This often involves decoding the representation of word meanings in Distributional …

abstract arxiv challenge concepts continuous cs.cl domain electronic embeddings gap general information italian language semantic type values vectors work