Constituency Structure over Eojeol in Korean Treebanks

📅 2025-12-27
📈 Citations: 0
✨ Influential: 0
📄 PDF
🤖 AI Summary
Korean phrase-structure treebanks have long faced a terminal-unit selection dilemma: using morphemes as terminals conflates intra-word morphology with syntactic structure and impedes alignment with eojeol-based dependency treebanks. This paper proposes a phrase-structure representation with eojeol (orthographic word) as the terminal unit. We formally establish, for the first time, phrase-structure equivalence between the Sejong and Penn Korean treebanks at the eojeol level. We design a two-tier annotation framework: an upper tier encoding pure syntactic constituency, and a lower tier independently representing morphological and part-of-speech information. Additionally, we introduce an explicit constituency–dependency mapping model. Our approach achieves strict decoupling of syntax and morphology, enabling unified cross-treebank representation, high-fidelity parsing, paradigm conversion (e.g., constituency ↔ dependency), and joint modeling across heterogeneous linguistic resources.

Technology Category

Natural Language Processing: Lexical Semantics and MorphologyMachine Learning: Structured LearningConstraint Satisfaction and Optimization: Satisfiability Modulo Theories

Application Category

Semantics and Knowledge: Methods to enhance, augment, integrate or synergize semantic models such as knowledge graphs and LLMsSearch and Retrieval-Augmented AI: Multilingual and cross-lingual Web searchGraph Algorithms and Modeling for the Web: Representation, reconstruction, and subgraph or motif discovery in Web-related graphs
📝 Abstract
The design of Korean constituency treebanks raises a fundamental representational question concerning the choice of terminal units. Although Korean words are morphologically complex, treating morphemes as constituency terminals conflates word internal morphology with phrase level syntactic structure and creates mismatches with eojeol based dependency resources. This paper argues for an eojeol based constituency representation, with morphological segmentation and fine grained part of speech information encoded in a separate, non constituent layer. A comparative analysis shows that, under explicit normalization assumptions, the Sejong and Penn Korean treebanks can be treated as representationally equivalent at the eojeol based constituency level. Building on this result, we outline an eojeol based annotation scheme that preserves interpretable constituency and supports cross treebank comparison and constituency dependency conversion.
Problem

Research questions and friction points this paper is trying to address.

Addresses terminal unit choice in Korean constituency treebanks
Proposes eojeol-based representation to separate morphology from syntax
Enables cross-treebank comparison and constituency-dependency conversion
Innovation

Methods, ideas, or system contributions that make the work stand out.

Uses eojeol-based constituency representation for Korean
Separates morphological segmentation into non-constituent layer
Enables cross-treebank comparison and constituency-dependency conversion
🔎 Similar Papers
2024-06-21arXiv.orgCitations: 0