metadata
license: apache-2.0
language:
- en
Dataset Card for query_intent_dataset
This is the dataset used to train the query_intent model [https://huggingface.co/uc-ctds/query_intent]
Dataset Details
Dataset Description
This dataset is created using synthetically defined query templates where gene, mutation and disease are placeholders, filled using data scraped from the /ssms endpoint in the GDC. Please see the upcoming paper on Query Augmented Generation (QAG) for details.
- Curated by: Center for Translational Data Science
Dataset Sources [optional]
The Genomic Data Commons, and synthetic data
- Repository: https://github.com/uc-cdis/gdc-qag
- Paper: Coming soon
- Demo: https://huggingface.co/spaces/uc-ctds/GDC-QAG
Uses
Direct Use
Use this dataset for training the query_intent model, as described in the QAG paper
Out-of-Scope Use
Any use of this dataset outside of QAG is out-of-scope.
Dataset Structure
Please refer to the dataset viewer
Dataset Creation
Curation Rationale
Create synthetic pairs of queries and labels to use for BERT model training
Source Data
Data Collection and Processing
Synthetic query templates and GDC API were used to create this dataset
Personal and Sensitive Information
None
Citation
Coming soon
BibTeX:
APA: