README.md

metadata

language:
  - uk
license:
  - other
size_categories:
  - 1K<n<100K
source_datasets:
  - original
task_categories:
  - text-classification
task_ids:
  - topic-classification
pretty_name: UA-L Topics Corpus
dataset_info:
  features:
    - name: text
      dtype: string
    - name: label
      dtype:
        class_label:
          names:
            '0': kriminalnie_pravo
            '1': pidpriemnicka_dialnist
            '2': spadkove_pravo
            '3': mizhnarodni_pravovidnosini
            '4': zhitlovi_pravovidnosini
            '5': korporativnie_pravo
            '6': immighratsiia_iemighratsiia
            '7': prava_spozhivachiv
            '8': medicina
            '9': pratsevlashtuvvannya
            '10': bankivska_diialnist
            '11': mytne_pravo
            '12': doghovirni_vidnosini
            '13': dovircha_vlastnist
            '14': reklama
            '15': viiskovie_pravo
            '16': gospodarskie_pravo
            '17': notarialni_pytanniia
            '18': tsivilne_pravo
            '19': litsienzuvannia
            '20': ziemielnie_pravo
            '21': nierukhomist
            '22': opodatkuvannia
            '23': sudova_praktika
            '24': inshe
            '25': piensiiata_sotsialni_viplati
            '26': reyestraciya_likvidaciya_bankrutstvo
            '27': ekologiya
            '28': administrativnie_pravo
            '29': gromadianski_pravovidnosini
            '30': strakhuvannya
            '31': vighotovliennia_produktsiyi_ta_nadannia_poslugh
            '32': intieliektualna_vlasnist
            '33': simejne_pravo
            '34': dierzhavni_zakupivli
            '35': prava_vnutrishno_pieriemishchienikh_osib
            '36': sotsialnyj_zakhist
            '37': investitsii
            '38': avtovlasnykam
  splits:
    - name: train
      num_bytes: 2092033
      num_examples: 3021
    - name: test
      num_bytes: 122281
      num_examples: 159
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train.jsonl
      - split: test
        path: data/test.jsonl
train-eval-index:
  - config: default
    task: text-classification
    task_id: multi_class_classification
    splits:
      train_split: train
      eval_split: test
    col_mapping:
      text: text
      label: target
    metrics:
      - type: accuracy
        name: Accuracy
      - type: f1
        name: F1 macro
        args:
          average: macro
      - type: f1
        name: F1 micro
        args:
          average: micro
      - type: f1
        name: F1 weighted
        args:
          average: weighted
      - type: precision
        name: Precision macro
        args:
          average: macro
      - type: precision
        name: Precision micro
        args:
          average: micro
      - type: precision
        name: Precision weighted
        args:
          average: weighted
      - type: recall
        name: Recall macro
        args:
          average: macro
      - type: recall
        name: Recall micro
        args:
          average: micro
      - type: recall
        name: Recall weighted
        args:
          average: weighted

ual-topics

Install

uv venv --python 3.12

source .venv/bin/activate

uv pip install -r requirements.txt

# in development mode
uv pip install -r requirements-dev.txt