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HAE_RAE_BENCH_1.1 / README.md
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metadata
license: cc-by-nc-nd-4.0
extra_gated_prompt: >-
  To request access to the dataset, please fill out this form, and we'll review
  and let you know if your use case is approved.
extra_gated_fields:
  First Name: text
  Last Name: text
  Institution: text
  Intended Use: text
  I agree to use this dataset for non-commercial research ONLY: checkbox
task_categories:
  - multiple-choice
language:
  - ko
configs:
  - config_name: correct_definition_matching
    data_files:
      - split: test
        path: >-
          data/correct_definition_matching-00000-of-00001-65122a307e90d70a.parquet
  - config_name: csat_geo
    data_files:
      - split: test
        path: data/csat_geo-00000-of-00001-68ce37d4952173a9.parquet
  - config_name: csat_law
    data_files:
      - split: test
        path: data/csat_law-00000-of-00001-ef0ec0fac2f2238f.parquet
  - config_name: csat_socio
    data_files:
      - split: test
        path: data/csat_socio-00000-of-00001-0cfadd93827d0d48.parquet
  - config_name: date_understanding
    data_files:
      - split: test
        path: data/date_understanding-00000-of-00001-36887d05afd4c57f.parquet
  - config_name: general_knowledge
    data_files:
      - split: test
        path: data/general_knowledge-00000-of-00001-7418d1a0b8c4a615.parquet
  - config_name: history
    data_files:
      - split: test
        path: data/history-00000-of-00001-9ad551d475d58413.parquet
  - config_name: loan_words
    data_files:
      - split: test
        path: data/loan_words-00000-of-00001-96ed08632b9a2ae8.parquet
  - config_name: lyrics_denoising
    data_files:
      - split: test
        path: data/lyrics_denoising-00000-of-00001-ede1ce975e9bad54.parquet
  - config_name: proverbs_denoising
    data_files:
      - split: test
        path: data/proverbs_denoising-00000-of-00001-f274ad136676b2e3.parquet
  - config_name: rare_words
    data_files:
      - split: test
        path: data/rare_words-00000-of-00001-4f34314c09209524.parquet
  - config_name: standard_nomenclature
    data_files:
      - split: test
        path: data/standard_nomenclature-00000-of-00001-52814989a6843328.parquet
  - config_name: reading_comprehension
    data_files:
      - split: test
        path: data/reading_comprehension-00000-of-00001-f9c8df20c22e46d0.parquet

The HAE_RAE_BENCH 1.1 is an ongoing project to develop a suite of evaluation tasks designed to test the understanding of models regarding Korean cultural and contextual nuances. Currently, it comprises 13 distinct tasks, with a total of 4900 instances.

Please note that although this repository contains datasets from the original HAE-RAE BENCH paper, the contents are not completely identical. Specifically, the reading comprehension subset from the original version has been removed due to copyright constraints. In its place, an updated reading comprehension subset has been introduced, sourced from the CSAT, the Korean university entrance examination. To replicate the studies from the paper, please see code.

Dataset Overview

Task Instances Version Explanation
standard_nomenclature 153 v1.0 Multiple-choice questions about Korean standard nomenclatures from NIKL.
loan_word 169 v1.0 Multiple-choice questions about Korean loan words from NIKL.
rare_word 405 v1.0 Multiple-choice questions about rare Korean words from NIKL.
general_knowledge 176 v1.0 Multiple-choice questions on Korean cultural knowledge.
history 188 v1.0 Multiple-choice questions on Korean history.
date_understanding 475 v1.1 Multiple-choice questions about understanding Korean date expressions.
proverbs_denoising 672 v1.1 Questions for generating Korean proverbs.
correct_definition_matching 439 v1.1 Multiple-choice questions on matching the correct definition to words in context.
lyrics_denoising 622 v1.1 Questions for reconstructing Korean pop song lyrics.
reading_comprehension 936 v1.1 Multiple-choice questions on Korean reading comprehension from the CSAT.
csat_law 217 v1.1 Multiple-choice questions on Korean law from the CSAT.
csat_geo 150 v1.1 Multiple-choice questions on Korean geography from the CSAT.
csat_socio 298 v1.1 Multiple-choice questions on Korean social studies from the CSAT.
Total 4900

Point of Contact

For any questions contact us via the following email:)

spthsrbwls123@yonsei.ac.kr