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---
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:**
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