Data Structure ?
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Data Structure ?
*The above analysis is the result extracted and analyzed by the system, and the specific actual data shall prevail.
README.md
一般クロールからの英語の単語ベクトル
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fastTextについて
fastTextは、単語表現の効率的な学習と文分類のためのライブラリです。fastTextの単語表現の主要な特徴の1つは、造語であっても任意の単語のベクトルを生成する能力です。実際、fastTextの単語ベクトルは、その中に含まれる文字の部分文字列のベクトルから構築されます。これにより、誤って綴られた単語や単語の連結に対してもベクトルを構築することができます。
ベクトルについて
これらの事前学習済みベクトルには、一般クロール（6000億トークン）で学習された200万の単語ベクトルが含まれています。
ファイルの最初の行には、語彙の単語数とベクトルのサイズが記載されています。各行には、デフォルトのfastTextのテキスト形式のように、単語の後にそのベクトルが記載されています。各値は空白で区切られています。単語は頻度の降順で並んでいます。
謝辞
これらの単語ベクトルは、クリエイティブ・コモンズ 表示 - 継承 3.0ライセンスの下で配布されています。
P. Bojanowski*、E. Grave*、A. Joulin、T. Mikolov、部分単語情報による単語ベクトルの強化
A. Joulin、E. Grave、P. Bojanowski、T. Mikolov、効率的なテキスト分類のためのトリック集
A. Joulin、E. Grave、P. Bojanowski、M. Douze、H. Jégou、T. Mikolov、FastText.zip：テキスト分類モデルの圧縮
(* これらの著者は同等の貢献をしています。)
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- 1. The data originates from internet data collection or provided by service providers, and this platform offers users the ability to view and browse datasets.
- 2. This platform serves only as a basic information display for datasets, including but not limited to image, text, video, and audio file types.
- 3. Basic dataset information comes from the original data source or the information provided by the data provider. If there are discrepancies in the dataset description, please refer to the original data source or service provider's address.
- 1. All datasets on this site are copyrighted by their original publishers or data providers.
- 1. If you need to repost data from this site, please retain the original data source URL and related copyright notices.
- 1. If any data on this site involves infringement, please contact us promptly, and we will arrange for the data to be taken offline.
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