Datasets:
Formats:
parquet
Languages:
Korean
Size:
10K - 100K
Tags:
question-answering
multiple-choice
technical-certification
architecture
engineering
construction
License:
metadata
language:
- ko
license: cc-by-nc-4.0
size_categories:
- 10K<n<100K
task_categories:
- question-answering
- multiple-choice
pretty_name: kocem
dataset_info:
- config_name: Architectural_Planning
features:
- name: id
dtype: string
- name: question
dtype: string
- name: options
dtype: string
- name: answer
dtype: string
- name: explanation
dtype: string
- name: image
dtype: image
- name: question_type
dtype: string
- name: field
dtype: string
- name: subfield
dtype: string
- name: korean_national_technical_certification
dtype: string
- name: exam
dtype: string
- name: date
dtype: string
- name: subject
dtype: string
- name: human_acc
dtype: float32
- name: difficulty
dtype: string
- name: answer_key
dtype: string
splits:
- name: dev
num_bytes: 12457
num_examples: 3
- name: extra
num_bytes: 482201
num_examples: 1586
- name: test
num_bytes: 153280
num_examples: 464
- name: val
num_bytes: 43258
num_examples: 41
download_size: 691196
dataset_size: 268560
- config_name: Building_System
features:
- name: id
dtype: string
- name: question
dtype: string
- name: options
dtype: string
- name: answer
dtype: string
- name: explanation
dtype: string
- name: image
dtype: image
- name: question_type
dtype: string
- name: field
dtype: string
- name: subfield
dtype: string
- name: korean_national_technical_certification
dtype: string
- name: exam
dtype: string
- name: date
dtype: string
- name: subject
dtype: string
- name: human_acc
dtype: float32
- name: difficulty
dtype: string
- name: answer_key
dtype: string
splits:
- name: dev
num_bytes: 13755
num_examples: 5
- name: extra
num_bytes: 1438058
num_examples: 3784
- name: test
num_bytes: 174323
num_examples: 377
- name: val
num_bytes: 49127
num_examples: 49
download_size: 1675263
dataset_size: 540048
- config_name: Construction_Management
features:
- name: id
dtype: string
- name: question
dtype: string
- name: options
dtype: string
- name: answer
dtype: string
- name: explanation
dtype: string
- name: image
dtype: image
- name: question_type
dtype: string
- name: field
dtype: string
- name: subfield
dtype: string
- name: korean_national_technical_certification
dtype: string
- name: exam
dtype: string
- name: date
dtype: string
- name: subject
dtype: string
- name: human_acc
dtype: float32
- name: difficulty
dtype: string
- name: answer_key
dtype: string
splits:
- name: dev
num_bytes: 13509
num_examples: 5
- name: extra
num_bytes: 190170
num_examples: 481
- name: test
num_bytes: 159869
num_examples: 494
- name: val
num_bytes: 27966
num_examples: 34
download_size: 391514
dataset_size: 130320
- config_name: Drawing_Interpretation
splits:
- name: dev
num_bytes: 3644635
num_examples: 3
- name: extra
num_bytes: 1508494
num_examples: 1
- name: test
num_bytes: 42893672
num_examples: 125
- name: val
num_bytes: 12567092
num_examples: 10
download_size: 60613893
dataset_size: 19432
- config_name: Domain_Reasoning
splits:
- name: dev
num_bytes: 60150
num_examples: 3
- name: extra
num_bytes: 47725
num_examples: 1
- name: test
num_bytes: 19800060
num_examples: 258
- name: val
num_bytes: 1963257
num_examples: 10
download_size: 21871192
dataset_size: 37520
- config_name: Industry_Jargon
splits:
- name: dev
num_bytes: 12717
num_examples: 6
- name: extra
num_bytes: 7772
num_examples: 1
- name: test
num_bytes: 48852
num_examples: 576
- name: val
num_bytes: 17382
num_examples: 57
download_size: 86723
dataset_size: 92632
- config_name: Interior
features:
- name: id
dtype: string
- name: question
dtype: string
- name: options
dtype: string
- name: answer
dtype: string
- name: explanation
dtype: string
- name: image
dtype: image
- name: question_type
dtype: string
- name: field
dtype: string
- name: subfield
dtype: string
- name: korean_national_technical_certification
dtype: string
- name: exam
dtype: string
- name: date
dtype: string
- name: subject
dtype: string
- name: human_acc
dtype: float32
- name: difficulty
dtype: string
- name: answer_key
dtype: string
splits:
- name: dev
num_bytes: 13443
num_examples: 6
- name: extra
num_bytes: 175897
num_examples: 587
- name: test
num_bytes: 123934
num_examples: 359
- name: val
num_bytes: 40569
num_examples: 46
download_size: 353843
dataset_size: 128272
- config_name: Materials
features:
- name: id
dtype: string
- name: question
dtype: string
- name: options
dtype: string
- name: answer
dtype: string
- name: explanation
dtype: string
- name: image
dtype: image
- name: question_type
dtype: string
- name: field
dtype: string
- name: subfield
dtype: string
- name: korean_national_technical_certification
dtype: string
- name: exam
dtype: string
- name: date
dtype: string
- name: subject
dtype: string
- name: human_acc
dtype: float32
- name: difficulty
dtype: string
- name: answer_key
dtype: string
splits:
- name: dev
num_bytes: 37447
num_examples: 8
- name: extra
num_bytes: 1048115
num_examples: 4827
- name: test
num_bytes: 126253
num_examples: 408
- name: val
num_bytes: 24627
num_examples: 43
download_size: 1236442
dataset_size: 677136
- config_name: Safety_Management
features:
- name: id
dtype: string
- name: question
dtype: string
- name: options
dtype: string
- name: answer
dtype: string
- name: explanation
dtype: string
- name: image
dtype: image
- name: question_type
dtype: string
- name: field
dtype: string
- name: subfield
dtype: string
- name: korean_national_technical_certification
dtype: string
- name: exam
dtype: string
- name: date
dtype: string
- name: subject
dtype: string
- name: human_acc
dtype: float32
- name: difficulty
dtype: string
- name: answer_key
dtype: string
splits:
- name: dev
num_bytes: 21290
num_examples: 5
- name: extra
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num_examples: 5330
- name: test
num_bytes: 181705
num_examples: 381
- name: val
num_bytes: 42755
num_examples: 41
download_size: 2316470
dataset_size: 737424
- config_name: Standard_Nomenclature
splits:
- name: dev
num_bytes: 13153
num_examples: 4
- name: extra
num_bytes: 8199530
num_examples: 41321
- name: test
num_bytes: 99615
num_examples: 444
- name: val
num_bytes: 21190
num_examples: 44
download_size: 8333488
dataset_size: 5687096
- config_name: Structural_Engineering
features:
- name: id
dtype: string
- name: question
dtype: string
- name: options
dtype: string
- name: answer
dtype: string
- name: explanation
dtype: string
- name: image
dtype: image
- name: question_type
dtype: string
- name: field
dtype: string
- name: subfield
dtype: string
- name: korean_national_technical_certification
dtype: string
- name: exam
dtype: string
- name: date
dtype: string
- name: subject
dtype: string
- name: human_acc
dtype: float32
- name: difficulty
dtype: string
- name: answer_key
dtype: string
splits:
- name: dev
num_bytes: 35354
num_examples: 2
- name: extra
num_bytes: 1048934
num_examples: 558
- name: test
num_bytes: 721525
num_examples: 358
- name: val
num_bytes: 85515
num_examples: 38
download_size: 1891328
dataset_size: 122896
configs:
- config_name: Architectural_Planning
data_files:
- split: dev
path: Architectural_Planning/dev_Architectural_Planning.parquet
- split: extra
path: Architectural_Planning/extra_Architectural_Planning.parquet
- split: test
path: Architectural_Planning/test_Architectural_Planning.parquet
- split: val
path: Architectural_Planning/val_Architectural_Planning.parquet
- config_name: Building_System
data_files:
- split: dev
path: Building_System/dev_Building_System.parquet
- split: extra
path: Building_System/extra_Building_System.parquet
- split: test
path: Building_System/test_Building_System.parquet
- split: val
path: Building_System/val_Building_System.parquet
- config_name: Construction_Management
data_files:
- split: dev
path: Construction_Management/dev_Construction_Management.parquet
- split: extra
path: Construction_Management/extra_Construction_Management.parquet
- split: test
path: Construction_Management/test_Construction_Management.parquet
- split: val
path: Construction_Management/val_Construction_Management.parquet
- config_name: Drawing_Interpretation
data_files:
- split: dev
path: Drawing_Interpretation/dev_Drawing_Interpretation.parquet
- split: extra
path: Drawing_Interpretation/extra_Drawing_Interpretation.parquet
- split: test
path: Drawing_Interpretation/test_Drawing_Interpretation.parquet
- split: val
path: Drawing_Interpretation/val_Drawing_Interpretation.parquet
- config_name: Domain_Reasoning
data_files:
- split: dev
path: Domain_Reasoning/dev_Domain_Reasoning.parquet
- split: extra
path: Domain_Reasoning/extra_Domain_Reasoning.parquet
- split: test
path: Domain_Reasoning/test_Domain_Reasoning.parquet
- split: val
path: Domain_Reasoning/val_Domain_Reasoning.parquet
- config_name: Interior
data_files:
- split: dev
path: Interior/dev_Interior.parquet
- split: extra
path: Interior/extra_Interior.parquet
- split: test
path: Interior/test_Interior.parquet
- split: val
path: Interior/val_Interior.parquet
- config_name: Industry_Jargon
data_files:
- split: dev
path: Industry_Jargon/dev_Industry_Jargon.parquet
- split: extra
path: Industry_Jargon/extra_Industry_Jargon.parquet
- split: test
path: Industry_Jargon/test_Industry_Jargon.parquet
- split: val
path: Industry_Jargon/val_Industry_Jargon.parquet
- config_name: Materials
data_files:
- split: dev
path: Materials/dev_Materials.parquet
- split: extra
path: Materials/extra_Materials.parquet
- split: test
path: Materials/test_Materials.parquet
- split: val
path: Materials/val_Materials.parquet
- config_name: Safety_Management
data_files:
- split: dev
path: Safety_Management/dev_Safety_Management.parquet
- split: extra
path: Safety_Management/extra_Safety_Management.parquet
- split: test
path: Safety_Management/test_Safety_Management.parquet
- split: val
path: Safety_Management/val_Safety_Management.parquet
- config_name: Standard_Nomenclature
data_files:
- split: dev
path: Standard_Nomenclature/dev_Standard_Nomenclature.parquet
- split: extra
path: Standard_Nomenclature/extra_Standard_Nomenclature.parquet
- split: test
path: Standard_Nomenclature/test_Standard_Nomenclature.parquet
- split: val
path: Standard_Nomenclature/val_Standard_Nomenclature.parquet
- config_name: Structural_Engineering
data_files:
- split: dev
path: Structural_Engineering/dev_Structural_Engineering.parquet
- split: extra
path: Structural_Engineering/extra_Structural_Engineering.parquet
- split: test
path: Structural_Engineering/test_Structural_Engineering.parquet
- split: val
path: Structural_Engineering/val_Structural_Engineering.parquet
tags:
- question-answering
- multiple-choice
- technical-certification
- architecture
- engineering
- construction
The KoCEM 1.0 is the original implementation of the dataset from the paper: ... The benchmark is a collection of ... instances across 11 tasks: Architectural Planning, Building System, .... To replicate the studies from the paper, see below.
Dataset Overview
| Disciplines | Fields | Instances | Version |
|---|---|---|---|
| Construction Terminology | Industry Jargon | 638 | v1.0 |
| Standard Nomenclature | 492 | v1.0 | |
| Drawing Interpretation | Drawing Interpretation | 139 | v1.0 |
| Domain Knowledge | Architectural Planning | 508 | v1.0 |
| Building System | 432 | v1.0 | |
| Construction Management | 533 | v1.0 | |
| Interior Design | 411 | v1.0 | |
| Material | 459 | v1.0 | |
| Safety Management | 427 | v1.0 | |
| Structural Engineering | 403 | v1.0 | |
| Domain Reasoning | Domain Reasoning | 271 | v1.0 |
| Total | 4,657 | v1.0 |