Data · dataset · 2022
MIMICause
Listed in Hugging Face Datasets
MIMICause Dataset: A dataset for representation and automatic extraction of causal relation types from clinical notes.
Description
The dataset has 2714 samples having both explicit and implicit causality in which entities are in the same sentence or different sentences. The dataset has following nine semantic causal relations (with directionality) between entitities E1 and E2 in a text snippet: (1) Cause(E1,E2) (2) Cause(E2,E1) (3) Enable(E1,E2) (4) Enable(E2,E1) (5) Prevent(E1,E2) (6) Prevent(E2,E1) (7) Hinder(E1,E2) (8) Hinder(E2,E1) (9) Other
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/pensieves/mimicause ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2110.07090 arxiv.org/abs/2110.07090 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/pensieves/mimicause ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
- Inferred from text
- Text 75%
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | pensieves/mimicause | 15 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].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 | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| 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 |