Construct · 1 fields · 1 citations

meaning conflation deficiency: a standalone construct

One name. One construct. A landmark on the map.

● anchor · a standalone construct Nearest construct by meaning·not indexed

A single standalone construct; nearby constructs are located against it in the Collider. Tap a field for its definition, unit, and measures.

Natural language processing

the flaw of giving a polysemous word a single vector, which merges its distinct meanings and pulls unrelated words together.

In natural language processing, meaning conflation deficiency refers to the flaw of giving a polysemous word a single vector, which merges its distinct meanings and pulls unrelated words together. This meaning comes from Camacho-Collados (2018) in Journal of Artificial Intelligence Research.[1]

Unit
Recovery means
Measured by

Run it through the Collider, or take the citations with you.

See how meaning conflation deficiency sits against neighbouring constructs in the Collider, or export every reference on this page in one click.

Open in Collider Export BibTeX Report this entry

Nearby constructs

intelligence6 fields · 14 citationsjingle · one name, six constructs natural3 fields · 7 citationsjingle · one word, three constructs vector3 fields · 3 citationsjingle · one word, three constructs

References

Camacho-Collados, J., & Pilehvar, M. T. (2018). From Word To Sense Embeddings: A Survey on Vector Representations of Meaning. Journal of Artificial Intelligence Research, 63, 743-788. https://doi.org/10.1613/jair.1.11259

Cited on this page?

Confirm your construct, or correct us.

If your work is cited behind one of these entries, you know better than we do whether we captured the meaning right. Confirm it, suggest an edit, or dispute it, and your name goes on the entry as an author who has checked it, linked to your ORCID.

Claim your construct