https://github.com/monk1337/clift
CLIFT : Analysing Natural Distribution Shift on Question Answering Models in Clinical Domain
https://github.com/monk1337/clift
clinical-data clinical-nlp clinical-research distribution-shift question-answering question-answering-dataset
Last synced: 2 months ago
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CLIFT : Analysing Natural Distribution Shift on Question Answering Models in Clinical Domain
- Host: GitHub
- URL: https://github.com/monk1337/clift
- Owner: monk1337
- Created: 2022-11-08T21:00:19.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2022-11-19T11:47:02.000Z (over 2 years ago)
- Last Synced: 2025-01-24T06:44:24.561Z (4 months ago)
- Topics: clinical-data, clinical-nlp, clinical-research, distribution-shift, question-answering, question-answering-dataset
- Homepage:
- Size: 11.7 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Clinical Distribution Shift (Clift)
## Introduction
This repository provides code for the Robustness in Sequence Modeling Workshop in the NeurIPS 2022 paper: [CLIFT : Analysing Natural Distribution Shift on Question Answering Models in Clinical Domain](https://openreview.net/pdf?id=9PQFROOfqm)
```bib
@inproceedings{pal2022clift,
title={{CLIFT} : Analysing Natural Distribution Shift on Question Answering Models in Clinical Domain},
author={Ankit Pal},
booktitle={NeurIPS 2022 Workshop on Robustness in Sequence Modeling},
year={2022},
url={https://openreview.net/forum?id=9PQFROOfqm}
}
```
Updated benchmark is available at [openlifescience-ai.github.io/clift](https://openlifescience-ai.github.io/clift/)