Yet Another Format of Universal Dependencies for Korean

09/20/2022
by   Yige Chen, et al.
0

In this study, we propose a morpheme-based scheme for Korean dependency parsing and adopt the proposed scheme to Universal Dependencies. We present the linguistic rationale that illustrates the motivation and the necessity of adopting the morpheme-based format, and develop scripts that convert between the original format used by Universal Dependencies and the proposed morpheme-based format automatically. The effectiveness of the proposed format for Korean dependency parsing is then testified by both statistical and neural models, including UDPipe and Stanza, with our carefully constructed morpheme-based word embedding for Korean. morphUD outperforms parsing results for all Korean UD treebanks, and we also present detailed error analyses.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
08/28/2018

Universal Dependency Parsing with a General Transition-Based DAG Parser

This paper presents our experiments with applying TUPA to the CoNLL 2018...
research
09/21/2020

The Persian Dependency Treebank Made Universal

We describe an automatic method for converting the Persian Dependency Tr...
research
10/11/2021

Parsing Data Formats of the Inputs and Outputs of Geographic Models with Code Analysis

Model web services provide an approach for implementing and facilitating...
research
08/21/2018

Analysis of Speeches in Indian Parliamentary Debates

With the increasing usage of the internet, more and more data is being d...
research
06/21/2022

Building an Endangered Language Resource in the Classroom: Universal Dependencies for Kakataibo

In this paper, we launch a new Universal Dependencies treebank for an en...
research
09/28/2021

Instance-Based Neural Dependency Parsing

Interpretable rationales for model predictions are crucial in practical ...
research
05/26/2020

Analysis of the Penn Korean Universal Dependency Treebank (PKT-UD): Manual Revision to Build Robust Parsing Model in Korean

In this paper, we first open on important issues regarding the Penn Kore...

Please sign up or login with your details

Forgot password? Click here to reset