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README.md
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---
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license: unknown
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language:
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- vie
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pretty_name: Vigetext
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task_categories:
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- question-answering
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tags:
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- question-answering
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---
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The high-quality dataset with structured guidelines for typing LaTeX formulas in Mathematics, Physics, Chemistry, and
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Biology. Objective was to cover the entire scope of the Vietnamese General Education Examination spanning from 2017 to 2023.
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This comprehensive approach included the challenging examinations of the years 2017 and 2018, which have been significant
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for nearly all Vietnamese students in recent years. It is important to highlight that the exact and unquestionably correct
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answers have been exclusively obtained from the Vietnamese Ministry of Education.
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## Languages
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vie
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## Supported Tasks
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Question Answering
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## Dataset Usage
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### Using `datasets` library
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```
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from datasets import load_dataset
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dset = datasets.load_dataset("SEACrowd/vigetext", trust_remote_code=True)
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```
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### Using `seacrowd` library
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```import seacrowd as sc
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# Load the dataset using the default config
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dset = sc.load_dataset("vigetext", schema="seacrowd")
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# Check all available subsets (config names) of the dataset
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print(sc.available_config_names("vigetext"))
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# Load the dataset using a specific config
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dset = sc.load_dataset_by_config_name(config_name="<config_name>")
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```
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More details on how to load the `seacrowd` library can be found [here](https://github.com/SEACrowd/seacrowd-datahub?tab=readme-ov-file#how-to-use).
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## Dataset Homepage
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[https://huggingface.co/datasets/uitnlp/ViGEText_17to23](https://huggingface.co/datasets/uitnlp/ViGEText_17to23)
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## Dataset Version
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Source: 1.0.0. SEACrowd: 2024.06.20.
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## Dataset License
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Unknown (unknown)
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## Citation
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If you are using the **Vigetext** dataloader in your work, please cite the following:
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```
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@inproceedings{10.1145/3628797.3628837,
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author = {Nguyen, Duc-Vu and Nguyen, Quoc-Nam},
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title = {Evaluating the Symbol Binding Ability of Large Language Models for Multiple-Choice Questions in Vietnamese General Education},
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year = {2023},
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isbn = {9798400708916},
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publisher = {Association for Computing Machinery},
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address = {New York, NY, USA},
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url = {https://doi.org/10.1145/3628797.3628837},
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doi = {10.1145/3628797.3628837},
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booktitle = {Proceedings of the 12th International Symposium on Information and Communication Technology},
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pages = {379–386},
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numpages = {8},
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keywords = {Analysis of Language Models, Multiple Choice Symbol Binding, Multiple Choice Question Answering, Language Modeling},
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location = {<conf-loc>, <city>Ho Chi Minh</city>, <country>Vietnam</country>, </conf-loc>},
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series = {SOICT '23}
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}
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@article{lovenia2024seacrowd,
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title={SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages},
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author={Holy Lovenia and Rahmad Mahendra and Salsabil Maulana Akbar and Lester James V. Miranda and Jennifer Santoso and Elyanah Aco and Akhdan Fadhilah and Jonibek Mansurov and Joseph Marvin Imperial and Onno P. Kampman and Joel Ruben Antony Moniz and Muhammad Ravi Shulthan Habibi and Frederikus Hudi and Railey Montalan and Ryan Ignatius and Joanito Agili Lopo and William Nixon and Börje F. Karlsson and James Jaya and Ryandito Diandaru and Yuze Gao and Patrick Amadeus and Bin Wang and Jan Christian Blaise Cruz and Chenxi Whitehouse and Ivan Halim Parmonangan and Maria Khelli and Wenyu Zhang and Lucky Susanto and Reynard Adha Ryanda and Sonny Lazuardi Hermawan and Dan John Velasco and Muhammad Dehan Al Kautsar and Willy Fitra Hendria and Yasmin Moslem and Noah Flynn and Muhammad Farid Adilazuarda and Haochen Li and Johanes Lee and R. Damanhuri and Shuo Sun and Muhammad Reza Qorib and Amirbek Djanibekov and Wei Qi Leong and Quyet V. Do and Niklas Muennighoff and Tanrada Pansuwan and Ilham Firdausi Putra and Yan Xu and Ngee Chia Tai and Ayu Purwarianti and Sebastian Ruder and William Tjhi and Peerat Limkonchotiwat and Alham Fikri Aji and Sedrick Keh and Genta Indra Winata and Ruochen Zhang and Fajri Koto and Zheng-Xin Yong and Samuel Cahyawijaya},
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year={2024},
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eprint={2406.10118},
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journal={arXiv preprint arXiv: 2406.10118}
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}
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```
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