Papers with modelling lexical and sentence-level semantics
Functional Distributional Semantics at Scale (2023.starsem-1)
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| Challenge: | Functional Distributional Semantics is a linguistically motivated framework for modelling lexical and sentence-level semantics with truth-conditional functions using distributional information. |
| Approach: | They propose a more expressive lexical model that works over a continuous semantic space. |
| Outcome: | The proposed model improves performance and flexibility and is compatible with present-day machine learning frameworks. |