Publications / Domestic Conferences & Theses

A Dependency Parsing Model with Reinforced Head-Dependent Constraint Rules: Combining Deep Learning and Linguistic Knowledge

HCLT 2022 · Student Research Award · Oct 2022

Joongmin Shin*, Hyuk-Chul Kwon

Abstract

Through data and error case analysis, expanded the neural symbolic model from two applied rules to 24, developing a state-of-the-art model.

Key Contribution

Expanded neural-symbolic constraint rules from 2 to 24, achieving state-of-the-art dependency parsing.

dependency parsinglinguistic constraintsneural-symbolic