Create README.md

README.md

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+---
+license: cc-by-nc-4.0
+task_categories:
+- question-answering
+language:
+- id
+tags:
+- MMLU
+- exams
+size_categories:
+- 1K<n<10K
+dataset_info: null
+configs:
+- config_name: Tourism
+  data_files:
+  - split: test
+    path: Tourism/test.csv
+  - split: dev
+    path: Tourism/dev.csv
+- config_name: Teacher Competency Test
+  data_files:
+  - split: test
+    path: Teacher Competency Test/test.csv
+  - split: dev
+    path: Teacher Competency Test/dev.csv
+- config_name: Advocate
+  data_files:
+  - split: test
+    path: Advocate/test.csv
+  - split: dev
+    path: Advocate/dev.csv
+- config_name: Medical Doctor
+  data_files:
+  - split: test
+    path: Medical Doctor/test.csv
+  - split: dev
+    path: Medical Doctor/dev.csv
+- config_name: Sharia Life Insurance
+  data_files:
+  - split: test
+    path: Sharia Life Insurance/test.csv
+  - split: dev
+    path: Sharia Life Insurance/dev.csv
+- config_name: Nurse
+  data_files:
+  - split: test
+    path: Nurse/test.csv
+  - split: dev
+    path: Nurse/dev.csv
+- config_name: Clinical Psychology
+  data_files:
+  - split: test
+    path: Clinical Psychology/test.csv
+  - split: dev
+    path: Clinical Psychology/dev.csv
+- config_name: Life Insurance
+  data_files:
+  - split: test
+    path: Life Insurance/test.csv
+  - split: dev
+    path: Life Insurance/dev.csv
+- config_name: Certified Financial Planner
+  data_files:
+  - split: test
+    path: Certified Financial Planner/test.csv
+  - split: dev
+    path: Certified Financial Planner/dev.csv
+- config_name: Midwife
+  data_files:
+  - split: test
+    path: Midwife/test.csv
+  - split: dev
+    path: Midwife/dev.csv
+- config_name: Certified Public Accountant
+  data_files:
+  - split: test
+    path: Certified Public Accountant/test.csv
+  - split: dev
+    path: Certified Public Accountant/dev.csv
+- config_name: Certified Professional Management Accountant
+  data_files:
+  - split: test
+    path: Certified Professional Management Accountant/test.csv
+  - split: dev
+    path: Certified Professional Management Accountant/dev.csv
+- config_name: Pharmacist
+  data_files:
+  - split: test
+    path: Pharmacist/test.csv
+  - split: dev
+    path: Pharmacist/dev.csv
+- config_name: Office Administration
+  data_files:
+  - split: test
+    path: Office Administration/test.csv
+  - split: dev
+    path: Office Administration/dev.csv
+- config_name: Hospitality
+  data_files:
+  - split: test
+    path: Hospitality/test.csv
+  - split: dev
+    path: Hospitality/dev.csv
+- config_name: Broadcasting
+  data_files:
+  - split: test
+    path: Broadcasting/test.csv
+  - split: dev
+    path: Broadcasting/dev.csv
+- config_name: Graphic Design
+  data_files:
+  - split: test
+    path: Graphic Design/test.csv
+  - split: dev
+    path: Graphic Design/dev.csv
+- config_name: Police
+  data_files:
+  - split: test
+    path: Police/test.csv
+  - split: dev
+    path: Police/dev.csv
+- config_name: Certified Indonesian Tax Accountant
+  data_files:
+  - split: test
+    path: Certified Indonesian Tax Accountant/test.csv
+  - split: dev
+    path: Certified Indonesian Tax Accountant/dev.csv
+- config_name: Risk Management
+  data_files:
+  - split: test
+    path: Risk Management/test.csv
+  - split: dev
+    path: Risk Management/dev.csv
+- config_name: Culinary Art
+  data_files:
+  - split: test
+    path: Culinary Art/test.csv
+  - split: dev
+    path: Culinary Art/dev.csv
+- config_name: Fashion Design
+  data_files:
+  - split: test
+    path: Fashion Design/test.csv
+  - split: dev
+    path: Fashion Design/dev.csv
+---
+
+<p align="left"> <img src="https://raw.githubusercontent.com/fajri91/eval_picts/refs/heads/master/indocareer.png" style="width: 75%;" id="title-icon">  </p>
+<p align="left"> <i>Fajri Koto</i></p>
+
+<h4 align="left">
+    Department of Natural Language Processing, MBZUAI
+</h4>
+
+
+---
+
+## Introduction
+
+a dataset comprising 8,834 multiple-choice questions designed to evaluate performance in vocational and professional certification exams across various fields. With a focus on Indonesia, IndoCareer provides rich local contexts, spanning six key sectors: (1) healthcare, (2) insurance and finance, (3) creative and design, (4) tourism and hospitality, (5) education and training, and (6) law.
+<p align="left"> <img src="https://raw.githubusercontent.com/fajri91/eval_picts/refs/heads/master/indocareer_pie.png" style="width: 40%;" id="title-icon">       </p>
+
+## Data
+Each question in the dataset is a multiple-choice question with up to 5 choices and only one choice as the correct answer. 
+
+```
+import datasets
+data = datasets.load_dataset('indolem/IndoCareer')
+```
+
+## Examples
+
+These questions are written in Indonesian.
+
+<p align="left"> 
+    <img src="https://raw.githubusercontent.com/fajri91/eval_picts/refs/heads/master/indocareer_example.png" style="width: 40%;" id="title-icon"> 
+  
+</p>
+
+## Evaluation
+
+We evaluated one closed-source model (GPT-4o) and 26 open-weight LLMs:
+
+<p align="left"> <img src="https://raw.githubusercontent.com/fajri91/eval_picts/refs/heads/master/indocareer_result.png" style="width: 35%;" id="title-icon">       </p>
+
+
+## Citation
+Please find out paper 📄<a href="https://arxiv.org/pdf/2409.08564/" target="_blank" style="margin-right: 15px; margin-left: 10px">here.</a>
+```
+@inproceedings{koto2025crack,
+  title={Cracking the Code: Multi-domain LLM Evaluation on Real-World Professional Exams in Indonesia},
+  author={"Fajri Koto"},
+  booktitle={Proceedings of the 2025 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2025), Industry Track},
+  year={2025}
+}
+```