Data · dataset · 2024
Experimental dataset for cross-lingual text classification based on sentence vector weighting
Listed in ScienceDB
Description
该实验数据集包含论文中三个实验中使用的数据。数据集 I 整合了 THUCNews、Xinhua.com、国际文传电讯社、法国门户网站 Linternaute 和西班牙报纸 Excélsior,共计 1,610 个文本,是一个四种语言的二元分类数据集。数据集 II 整合了 Xinhua.com、联合通讯社、《世界报》和俄罗斯通讯社 Novosti,共有 2,745 个文本,是一个四种语言的四重分类数据集。数据集III来自多语言公共数据集Reuters RCV1/RCV2。从数据集的中文、德文、法文和丹麦文馆藏中选出仅标有单一类别的文本,即CCAT(企业/工业)、ECAT(经济学)、GCAT(政府/社会)和MCAT(市场)四个类别,共计3,200个文本。
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.j00133.00260 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Linguistics 70% · Text 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.j00133.00260 | 9 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:4704 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (70%) |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[modality].local:modality:text | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license_text | source · scidb cn | connector:scidb_cn@1.0.0 | |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |