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Nonmonotonic reasoning about generics and exceptions
<p align="center"> <img src="figures/nonmonotonicreasoning_highres.png" alt="nonmonotonicreasoningwithgenerics" width="400"/> </p>This repository contains resources for the paper "Are LLMs classical or nonmonotonic reasoners? Lessons from generics" ACL 2024 (main).
Data
Experiments in this paper are done on two datasets:
- Abstract generics and exemplars:
data/abstract_generics.csv - Commonsense generics and exemplars: Penguins Don’t Fly: Reasoning about Generics through Instantiations and Exceptions (Allaway et al., EACL 2023)
Citation
to be added