Construct · 1 fields · 1 citations

BERTScore: 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.

Machine learning

a text generation measure that matches tokens of candidate and reference by cosine similarity of their contextual embeddings.

In machine learning, BERTScore refers to a text generation measure that matches tokens of candidate and reference by cosine similarity of their contextual embeddings. This meaning comes from Zhang (2019) in arXiv.[1]

Unit
Recovery means
Measured by

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

See how BERTScore 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

generation2 fields · 4 citationsjingle · one word, two constructs learning6 fields · 14 citationsjingle · one name, six constructs measure2 fields · 4 citationsjingle · one word, two constructs

References

Zhang, T., Kishore, V., Wu, F., Weinberger, K. Q., & Artzi, Y. (2019). BERTScore: Evaluating Text Generation with BERT. arXiv. https://doi.org/10.48550/arxiv.1904.09675

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