Text · dataset · 2022
MuchMore
Listed in Hugging Face Datasets
The corpus used in the MuchMore project is a parallel corpus of English-German scientific medical abstracts obtained from the Springer Link web site.
Description
The corpus consists approximately of 1 million tokens for each language. Abstracts are from 41 medical journals, each of which constitutes a relatively homogeneous medical sub-domain (e.g. Neurology, Radiology, etc.).
The corpus of downloaded HTML documents is normalized in various ways, in order to produce a clean, plain text version, consisting of a title, abstract and keywords. Additionally, the corpus was aligned on the sentence level. Automatic (!) annotation includes: Part-of-Speech; Morphology (inflection and decomposition); Chunks; Semantic Classes (UMLS: Unified Medical Language System, MeSH: Medical Subject Headings, EuroWordNet); Semantic Relations from UMLS.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/bigbio/muchmore ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/bigbio/muchmore ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text
- From keywords
- Computer Science & AI
- Inferred from text
- Text 75%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | bigbio/muchmore | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:text | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |