Construct · 1 fields · 1 citations

self-preference bias: a standalone construct

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

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Natural language processing

a language model judge's tendency to rate its own outputs higher than others of similar quality, linked to its ability to recognize them.

In natural language processing, self-preference bias refers to a language model judge's tendency to rate its own outputs higher than others of similar quality, linked to its ability to recognize them. This meaning comes from Panickssery (2024) in arXiv.[1]

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Nearby constructs

bias6 fields · 8 citationsjingle · one name, six constructs model3 fields · 3 citationsjingle · one word, three constructs natural3 fields · 7 citationsjingle · one word, three constructs

References

Panickssery, A., Bowman, S. R., & Feng, S. (2024). LLM Evaluators Recognize and Favor Their Own Generations. arXiv. https://doi.org/10.48550/arxiv.2404.13076

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