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title
Decompositional Semantics Initiative
description
Simple, commonsensical annotations of meaning inspired by linguistic theory
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Decomp
author
Aaron Steven White
updated
2026-02-17 13:38:05
raw text
Decompositional Semantics Initiative Decomp HOME PROJECTS Decomp Toolkit PredPatt Parsing Protoroles Factuality Genericity Event Structure Time Word Sense DATA Decompositional Semantics Initiative Simple, commonsensical annotations of meaning inspired by linguistic theory Traditional semantic annotation frameworks generally define complex, often exclusive category systems that require highly trained annotators to build. And in spite of their high quality for the cases they are designed to handle, these frameworks can be brittle to deviations from prototypical instances of a category. The Decompositional Semantics Initiative is founded on the idea that semantic annotation should rather take the form of many simple questions about words or phrases in context that are (i) easy for naive native speakers to answer, thus allowing annotations to be crowd-sourced; and (ii) more robust than traditional category systems, thus allowing coverage of non-prototypica...
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