Data · dataset · 2022
mitclinicalml/clinical-ie
Listed in Hugging Face Datasets
Below, we provide access to the datasets used in and created for the EMNLP 2022 paper Large Language Models are Few-Shot Clinical Information Extractors.
Description
Task #1: Clinical Sense Disambiguation For Task #1, we use the original annotations from the Clinical Acronym Sense Inventory (CASI) dataset, described in their paper. As is common, due to noisiness in the label set, we do not evaluate on the entire dataset, but only on a cleaner subset.
For consistency, we use the subset defined… See the full description on the dataset page: huggingface.co/datasets/mitclinicalml/clinical-ie.
Links
Get the data
- Hugging Face dataset page huggingface.co/datasets/mitclinicalml/clinical-ie ↗
Gated (auto) - request access on the dataset page
landing page · request access · from Hugging Face
Documentation and papers
- arXiv:1806.04185 arxiv.org/abs/1806.04185 ↗
publication · from Hugging Face
- arXiv:2205.12689 arxiv.org/abs/2205.12689 ↗
publication · from Hugging Face
- arXiv:2010.02010 arxiv.org/abs/2010.02010 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/mitclinicalml/clinical-ie ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
Provenance · 1 source records, 7 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | mitclinicalml/clinical-ie | 14 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 | |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| 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 |