wiki_bio

  • Deskripsi :

WikiBio dibangun menggunakan halaman biografi Wikipedia, berisi paragraf pertama dan kotak info yang diberi token. Dataset mengikuti format tabel standar.

Membelah Contoh
'test' 72.831
'train' 582.659
'validation' 72.831
  • Struktur fitur :
FeaturesDict({
    'input_text': FeaturesDict({
        'context': string,
        'table': Sequence({
            'column_header': string,
            'content': string,
            'row_number': int16,
        }),
    }),
    'target_text': string,
})
  • Dokumentasi fitur :
Fitur Kelas Membentuk Dtype Keterangan
fiturDict
Masukkan teks fiturDict
masukan_teks/konteks Tensor rangkaian
masukan_teks/tabel Urutan
input_text/table/column_header Tensor rangkaian
input_teks/tabel/konten Tensor rangkaian
input_teks/tabel/nomor_baris Tensor int16
target_text Tensor rangkaian
  • Kutipan :
@inproceedings{lebret-etal-2016-neural,
    title = "Neural Text Generation from Structured Data with Application to the Biography Domain",
    author = "Lebret, R{'e}mi  and
      Grangier, David  and
      Auli, Michael",
    booktitle = "Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2016",
    address = "Austin, Texas",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/D16-1128",
    doi = "10.18653/v1/D16-1128",
    pages = "1203--1213",
}