Viwiki-Spelling: A test dataset for Vietnamese Spelling Correction

Introduction

We introduce a first Vietnamese Spelling Correction dataset containing manual labeling mistakes and corresponding correct words.

Details

The dataset contains 107 documents derived from Vietnamese Wikipedia. The dataset is stored in JSON lines and each document contains following key-value pairs:

{
    "_id": "Unique id in the dataset",
    "text": "the document content",
    "current_id": "revision current id",
    "parent_id": "revision previous id",
    "page_id": "viwiki id",
    "mistakes": [
                  {
                    "text": "mistake word 1",
                    "start_offset": "index in the document",
                    "suggest": ["correct word 1", "correct word 2", ...]
                  },
                  ...
                ]
}

License

The dataset is under Attribution 4.0 International (CC BY 4.0)

Cite

@InProceedings{10.1007/978-3-030-79457-6_46,
        author="Tran, Hieu
        and Dinh, Cuong V.
        and Phan, Long
        and Nguyen, Son T.",
        editor="Fujita, Hamido
        and Selamat, Ali
        and Lin, Jerry Chun-Wei
        and Ali, Moonis",
        title="Hierarchical Transformer Encoders for Vietnamese Spelling Correction",
        booktitle="Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices",
        year="2021",
        publisher="Springer International Publishing",
        address="Cham",
        pages="547--556",
        isbn="978-3-030-79457-6"
}