Construct · 1 fields · 1 citations

temporal misalignment: a standalone construct

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

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Natural language processing

performance loss when a model's training data come from a different time period than its test data.

In natural language processing, temporal misalignment refers to performance loss when a model's training data come from a different time period than its test data. This meaning comes from Luu (2021) in arXiv.[1]

Unit
Recovery means
Measured by

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Nearby constructs

loss2 fields · 3 citationsjingle · one word, two constructs model3 fields · 3 citationsjingle · one word, three constructs natural3 fields · 7 citationsjingle · one word, three constructs

References

Luu, K., Khashabi, D., Gururangan, S., Mandyam, K., & Smith, N. A. (2021). Time Waits for No One! Analysis and Challenges of Temporal Misalignment. arXiv. https://doi.org/10.48550/arxiv.2111.07408

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