Data Structure ?
21.96M
Data Structure ?
*The above analysis is the result extracted and analyzed by the system, and the specific actual data shall prevail.
README.md
**研究論文のトピックモデリング2.0**
研究者は科学論文の大規模なオンラインアーカイブにアクセスできます。その結果、関連する論文を見つけることがますます困難になっています。タグ付けまたはトピックモデリングは、研究論文に明確な識別トークンを付与する方法を提供し、推薦と検索プロセスを容易にします。
独立記念日に、我々はハッカソンを開催し、テストセットに含まれる各論文のトピックを予測しました。同じ問題を引き続き扱い、今回のライブハッカソンではさらに一歩前進して、論文に関連するタグを予測します。
一連の研究論文の要約が与えられた場合、テストセットに含まれる各論文のタグを予測してください。
研究論文には複数のタグが付けられる可能性があることに注意してください。研究論文の要約は以下の4つのトピックから収集されています。
1. コンピュータサイエンス
2. 数学
3. 物理学
4. 統計学
**データセットの列の説明**
**Tags.csv**
考えられるタグのリストは以下の通りです。
[タグ、偏微分方程式の解析、応用、人工知能、銀河天体物理学、計算と言語、コンピュータビジョンとパターン認識、宇宙論と非銀河天体物理学、データ構造とアルゴリズム、微分幾何学、地球と惑星天体物理学、流体力学、情報理論、天体物理学の計測器と方法、機械学習、材料科学、方法論、数論、最適化と制御、表現論、ロボット工学、社会と情報ネットワーク、統計理論、強相関電子系、超伝導、システムと制御]
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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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