Publications

Distance Based Korean WordNet (alias. KorLex) Embedding Model

Sep 2024 — Applied Artificial Intelligence (An International Journal)

Journals

Authors

SeongReol Park*, Joongmin Shin, Sanghyun Cho, Hyuk-Chul Kwon, Jung-Hun Lee

Abstract

This paper maps KorLex lexical knowledge into vector space to inject graph-aware semantics into representation learning. The approach improves lexical similarity behavior compared with purely distributional baselines.

Key Contribution

Graph-aware lexical embedding model that injects structured knowledge into vector representations.

Architecture

KorLex embedding model architecture
KorLex embedding model architecture

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