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README.md
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size_categories:
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- 1M<n<10M
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source_datasets:
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task_categories:
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- conditional-text-generation
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task_ids:
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## Dataset Description
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- **Homepage:**
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- **Repository:**
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- **Paper:**
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- **Leaderboard:**
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- **Point of Contact:**
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### Dataset Summary
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research fields between sentiment analysis and education.
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Vietnamese Students’ Feedback Corpus (UIT-VSFC) is the resource consists of over 16,000 sentences which are
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human-annotated with two different tasks: sentiment-based and topic-based classifications.
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To assess the quality of our corpus, we measure the annotator agreements and classification evaluation on the
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UIT-VSFC corpus. As a result, we obtained the inter-annotator agreement of sentiments and topics with more than over
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91% and 71% respectively. In addition, we built the baseline model with the Maximum Entropy classifier and achieved
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approximately 88% of the sentiment F1-score and over 84% of the topic F1-score.
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### Supported Tasks and Leaderboards
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### Languages
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The language of the dataset text sentence is Vietnamese (`vi`).
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## Dataset Structure
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An instance example:
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```
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}
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```
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### Data Fields
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### Data Splits
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| | Tain | Validation | Test |
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|--------------------|------:|-----------:|-----:|
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| Number of examples |
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## Dataset Creation
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### Licensing Information
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### Citation Information
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@InProceedings{8573337,
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author={Nguyen, Kiet Van and Nguyen, Vu Duc and Nguyen, Phu X. V. and Truong, Tham T. H. and Nguyen, Ngan Luu-Thuy},
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booktitle={2018 10th International Conference on Knowledge and Systems Engineering (KSE)},
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title={UIT-VSFC: Vietnamese Students’ Feedback Corpus for Sentiment Analysis},
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year={2018},
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volume={},
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number={},
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pages={19-24},
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doi={10.1109/KSE.2018.8573337}
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}
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```
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### Contributions
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Thanks to [@
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size_categories:
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- 1M<n<10M
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source_datasets:
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- own
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- open_subtitles
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- tatoeba
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- opus_tedtalks
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- qed_amara
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- opus_wikipedia
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task_categories:
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- conditional-text-generation
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task_ids:
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## Dataset Description
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- **Homepage:**
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- **Repository:**
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- **Paper:**
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- **Leaderboard:**
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- **Point of Contact:**
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### Dataset Summary
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[More Information Needed]
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### Supported Tasks and Leaderboards
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### Languages
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The language of the dataset text sentence is English ('en') and Vietnamese (`vi`).
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## Dataset Structure
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An instance example:
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```
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{
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'en': 'And what I think the world needs now is more connections.',
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'vi': 'Và tôi nghĩ điều thế giới đang cần bây giờ là nhiều sự kết nối hơn.',
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'source': 'TED2020 v1'
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}
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```
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### Data Fields
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- `en` (str): English sentence
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- `vi` (str): Vietnamese sentence
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- `source` (str): Source.
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### Data Splits
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| | Tain | Validation | Test |
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|--------------------|------:|-----------:|-----:|
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| Number of examples |2884451| 11316| 11225|
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## Dataset Creation
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### Licensing Information
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[More Information Needed]
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### Citation Information
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[More Information Needed]
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### Contributions
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Thanks to [@ncduy0303](https://github.com/ncduy0303) for adding this dataset.
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