attaparse 0.0.1

Thai dependency parser.

Attaparse : Thai Dependency Parser

attaparse is a Thai dependency parser trained using stanza. Attaparse uses PhayaThaiBERT as a based model in training process. The model refer to Stanza*P with no POS model in Thai Universal Dependency Treebank (TUD).

Content

1. Installation
2. Usage

Installation

attaparse can be installed usig pipː

pip install attaparse

Usage

Initalizing

import attaparse
from attaparse import load_model, depparse

nlp = load_model()

text = 'ฉันอยากกินข้าวที่แม่ทำ'

dep = depparse(text, nlp)

Access the results

print(f'\n{text}\n',*[f'id: {word.id}\tword: {word.text}\thead id: {word.head}\thead: {sent.words[word.head-1].text if word.head > 0 else "root"}\tdeprel: {word.deprel}' for sent in dep.sentences for word in sent.words], sep='\n')

• .id : the id of the word.
• .head : the head of the word.
• .deprel : the dependency relationship between the word and the head.

Citation

If you use attaparse in your project or publication, please cite as follows:

BibTex

@article{Sriwirote-etal-2024-TUD,
  title={The Thai Universal Dependency Treebank},
  author={Panyut Sriwirote and Wei Qi Leong and 
  Charin Polpanumas and Santhawat Thanyawong  and 
  William Chandra Tjhi and Wirote Aroonmanakun and 
  Attapol T. Rutherford},
  journal={Transactions of the Association for Computational Linguistics},
  year={in press},
  publisher={MIT Press Direct}
}