The Current Status of Research on Concept Combination

Abstract

Abstract:Understanding novel phrases (e.g.upside‐down daisy) and classifying objects in categories named by phrases ought to have common properties, but you'd never know it from current theories. The best candidate for both jobs is the Theory Theory, but it faces difficulties when theories are impoverished. A potential solution is a dual approach that couples theories (representations‐about categories) with fixed mentalese expressions (representations‐of categories). Both representations combine information in parallel when understanding phrases. Although there are objections to the notion that theories can combine, some of them lose their force when applied to a suitable dual model.

Cite this work

No public copy is stored for this record, so only the metadata is cited.

Stored only when both papers are in the corpus — 141 citations exist upstream.

Papers that cite the same references — the relational fallback while embeddings are still backfilling.