metadata

dataset_info:
  features:
    - name: id
      dtype: string
    - name: text
      dtype: string
    - name: tokens
      sequence: string
    - name: lemmas
      sequence: string
    - name: xpos_tags
      sequence: string
    - name: upos_tags
      sequence: string
    - name: feats
      sequence: string
    - name: heads
      sequence: int64
    - name: deprels
      sequence: string
  splits:
    - name: train
      num_bytes: 18262593
      num_examples: 12495
    - name: validation
      num_bytes: 2357509
      num_examples: 1561
    - name: test
      num_bytes: 2349279
      num_examples: 1563
  download_size: 5193712
  dataset_size: 22969381
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: validation
        path: data/validation-*
      - split: test
        path: data/test-*
task_categories:
  - token-classification
language:
  - tl
tags:
  - parsing
pretty_name: UD_Tagalog-NewsCrawl
size_categories:
  - 10K<n<100K

UD_Tagalog-NewsCrawl

Paper: Coming soon!

The Tagalog Universal Dependencies NewsCrawl dataset consists of annotated text extracted from the Leipzig Tagalog Corpus. Data included in the Leipzig Tagalog Corpus were crawled from Tagalog-language online news sites by the Leipzig University Institute for Computer Science.

The text data was automatically parsed and annotated by Angelina Aquino (University of the Philippines), and then manually corrected according the UD guidelines adapted for Tagalog by Elsie Marie Or (University of the Philippines), Maria Bardají Farré (University of Cologne), and Dr. Nikolaus Himmelmann (University of Cologne). Further verification and automated corrections were done by Lester James Miranda (Allen AI).

Due to the source of the data, several typos, grammatical errors, incomplete sentences, and Tagalog-English code-mixing can be found in the dataset.

Treebank structure

Train: 12495 sents, 286891 tokens
Dev: 1561 sents, 37045 tokens
Test: 1563 sents, 36974 tokens

Acknowledgments

Aside from the named persons in the previous section, the following also contributed to the project as manual annotators of the dataset:

Patricia Anne Asuncion
Paola Ellaine Luzon
Jenard Tricano
Mary Dianne Jamindang
Michael Wilson Rosero
Jim Bagano
Yeddah Joy Piedad
Farah Cunanan
Calen Manzano
Aien Gengania
Prince Heinreich Omang
Noah Cruz
Leila Ysabelle Suarez
Orlyn Joyce Esquivel
Andre Magpantay

The annotation project was made possible by the Deutsche Forschungsgemeinschaft (DFG)-funded project titled "Information distribution and language structure - correlation of grammatical expressions of the noun/verb distinction and lexical information content in Tagalog, Indonesian and German." The DFG project team is composed of Dr. Nikolaus Himmelmann and Maria Bardají Farré from the University of Cologne, and Dr. Gerhard Heyer, Dr. Michael Richter, and Tariq Yousef from the Leipzig University.