add dataset card for training dataset
Browse files
README.md
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---
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license: apache-2.0
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language:
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- en
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---
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# Dataset Card for query_intent_dataset
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This is the dataset used to train the query_intent model [https://huggingface.co/uc-ctds/query_intent]
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## Dataset Details
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### Dataset Description
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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.
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- **Curated by:** Center for Translational Data Science
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### Dataset Sources [optional]
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The Genomic Data Commons, and synthetic data
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- **Repository:** https://github.com/uc-cdis/gdc-qag
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- **Paper:** Coming soon
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- **Demo:** https://huggingface.co/spaces/uc-ctds/GDC-QAG
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## Uses
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### Direct Use
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Use this dataset for training the query_intent model, as described in the QAG paper
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[More Information Needed]
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### Out-of-Scope Use
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Any use of this dataset outside of QAG is out-of-scope.
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[More Information Needed]
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## Dataset Structure
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Please refer to the dataset viewer
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[More Information Needed]
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## Dataset Creation
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### Curation Rationale
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Create synthetic pairs of queries and labels to use for BERT model training
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### Source Data
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#### Data Collection and Processing
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Synthetic query templates and GDC API were used to create this dataset
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#### Personal and Sensitive Information
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None
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## Citation
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Coming soon
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**BibTeX:**
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[More Information Needed]
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**APA:**
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[More Information Needed]
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