BioNLI

Biomedical Natural Language Inference

Dataset Information
Modalities
Texts
Languages
English
Introduced
2022
Homepage

Overview

BioNLI is a dataset in biomedical natural language inference. This dataset contains abstracts from biomedical literature and mechanistic premises generated with nine different strategies.

Source: BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples

Image Source: https://arxiv.org/pdf/2210.14814v1.pdf

Variants: BioNLI

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Natural Language Inference BioLinkBert BioNLI: Generating a Biomedical NLI … 2022-10-26

Research Papers

Recent papers with results on this dataset: