license: cc-by-nc-nd-4.0
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task_categories:
- multiple-choice
language:
- ko
configs:
- config_name: correct_definition_matching
data_files: correct_definition_matching.tsv
- config_name: csat_geo
data_files: csat_geo.tsv
- config_name: csat_law
data_files: csat_law.tsv
- config_name: csat_socio
data_files: csat_socio.tsv
- config_name: date_understanding
data_files: date_understanding.tsv
- config_name: general_knowledge
data_files: general_knowledge.tsv
- config_name: history
data_files: history.tsv
- config_name: loan_words
data_files: loan_words.tsv
- config_name: lyrics_denoising
data_files: lyrics_denoising.tsv
- config_name: proverbs_denoising
data_files: proverbs_denoising.tsv
- config_name: rare_words
data_files: rare_words.tsv
- config_name: reading_comprehension
data_files: reading_comprehension.tsv
- config_name: standard_nomenclature
data_files: standard_nomenclature.tsv
The HAE_RAE_BENCH 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 use this code.
For the latest version of the code, refer to this.
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. |
| reading_comprehension | 936 | v1.1 | Multiple-choice questions on Korean reading comprehension from the CSAT. |
| 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. |
| 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 | 4700 |
Release Notes
2023.11.06: 3 tasks added (csat_geo, csat_law, csat_socio)
2023.09.28: LM-Eval-Harness support added for the following 8 tasks: Loan Words, Rare Words, Standard Nomenclature, History, General Knowledge,correct_definition_matching, date_understanding,reading_comprehension. Refer to the following document to run the evaluation yourself.
2023.09.16: 10 tasks added, 5 from original HAE-RAE Bench(Loan Words, Rare Words, Standard Nomenclature, History, General Knowledge), 5 new tasks (correct_definition_matching, date_understanding, lyrics_denoising, proverbs_denoising, reading_comprehension)
Point of Contact
For any questions contact us via the following email:)
[email protected]