Papers by Ivan Vegner
Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey (2025.acl-long)
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| Challenge: | Existing benchmarks and models focus on systematicity of representations, but they focus on the systematicity in behaviour. |
| Approach: | They argue that systematicity is a desirable property in ML models as it enables strong generalization to novel contexts. |
| Outcome: | The proposed benchmarks and models focus on the systematicity of behaviour, while existing models focus primarily on language and vision. |