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
コンテキスト
階層的なテキスト分類の様々なアプローチを探索するのは面白いです。
内容
Amazonの商品レビューのデータセットから始めましょう。クラスは構造化されています。「レベル1」のクラスが6つ、「レベル2」のクラスが64つ、「レベル3」のクラスが510つです。
私が共有する3つのファイルは次の通りです。
- train_40k.csv - 4万件のAmazon商品レビューのトレーニングデータ
- valid_10k.csv - 検証用に残された1万件のレビュー
- unlabeled_150k.csv - 生の15万件のAmazon商品レビュー。これらは言語モデルの微調整に使用できます。
レベル1のクラスは、健康と個人用品、おもちゃとゲーム、美容用品、ペット用品、ベビー用品、食品とグルメです。
インスピレーション
探索するアイデア：
- 「フラット」なアプローチ - 「レベル1/レベル2/レベル3」のようにクラス名を連結する
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The dataset is currently being organized and other channels have been prepared for you. Please use them
The dataset is currently being organized and other channels have been prepared for you. Please use them
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Data usage instructions:
I. Data Source and Display Explanation:
- 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.
II. Ownership Explanation:
- 1. All datasets on this site are copyrighted by their original publishers or data providers.
III. Data Reposting Explanation:
- 1. If you need to repost data from this site, please retain the original data source URL and related copyright notices.
IV. Infringement and Handling Explanation:
- 1. If any data on this site involves infringement, please contact us promptly, and we will arrange for the data to be taken offline.
- 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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