---
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:**