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README.md

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+
+---
+license: cc-by-4.0
+language: 
+- vie
+pretty_name: Vsolscsum
+task_categories: 
+- summarization
+tags: 
+- summarization
+---
+
+
+The Vietnamese dataset for social context summarization     The dataset contains 141 open-domain articles along with     3,760 sentences, 2,448 extracted standard sentences and     comments as standard summaries and 6,926 comments in 12     events. This dataset was manually annotated by human.     Note that the extracted standard summaries also include comments.    The label of a sentence or comment was generated based on the     voting among social annotators. For example, given a sentence,     each annotator makes a binary decision in order to indicate     that whether this sentence is a summary candidate (YES) or not     (NO). If three annotators agree yes, this sentences is labeled by 3.     Therefore, the label of each sentence or comment ranges from 1 to 5    (1: very poor, 2: poor, 3: fair, 4: good; 5: perfect). The standard     summary sentences are those which receive at least three agreements     from annotators. The inter-agreement calculated by Cohen's Kappa     after validation among annotators is 0.685.
+
+
+## Languages
+
+vie
+
+## Supported Tasks
+
+Summarization
+    
+## Dataset Usage
+### Using `datasets` library
+```
+    from datasets import load_dataset
+    dset = datasets.load_dataset("SEACrowd/vsolscsum", trust_remote_code=True)
+```
+### Using `seacrowd` library
+```import seacrowd as sc
+# Load the dataset using the default config
+    dset = sc.load_dataset("vsolscsum", schema="seacrowd")
+# Check all available subsets (config names) of the dataset
+    print(sc.available_config_names("vsolscsum"))
+# Load the dataset using a specific config
+    dset = sc.load_dataset_by_config_name(config_name="<config_name>")
+```
+    
+    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).
+    
+
+## Dataset Homepage
+
+[https://github.com/nguyenlab/VSoLSCSum-Dataset](https://github.com/nguyenlab/VSoLSCSum-Dataset)
+
+## Dataset Version
+
+Source: 1.0.0. SEACrowd: 2024.06.20.
+
+## Dataset License
+
+Creative Commons Attribution 4.0 (cc-by-4.0)
+
+## Citation
+
+If you are using the **Vsolscsum** dataloader in your work, please cite the following:
+```
+@inproceedings{nguyen-etal-2016-vsolscsum,
+    title = "{VS}o{LSCS}um: Building a {V}ietnamese Sentence-Comment Dataset for Social Context Summarization",
+    author = "Nguyen, Minh-Tien  and
+      Lai, Dac Viet  and
+      Do, Phong-Khac  and
+      Tran, Duc-Vu  and
+      Nguyen, Minh-Le",
+    editor = "Hasida, Koiti  and
+      Wong, Kam-Fai  and
+      Calzorari, Nicoletta  and
+      Choi, Key-Sun",
+    booktitle = "Proceedings of the 12th Workshop on {A}sian Language Resources ({ALR}12)",
+    month = dec,
+    year = "2016",
+    address = "Osaka, Japan",
+    publisher = "The COLING 2016 Organizing Committee",
+    url = "https://aclanthology.org/W16-5405",
+    pages = "38--48",
+    }
+
+
+@article{lovenia2024seacrowd,
+    title={SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages}, 
+    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},
+    year={2024},
+    eprint={2406.10118},
+    journal={arXiv preprint arXiv: 2406.10118}
+}
+
+```