Construct · 1 fields · 1 citations

compositional generalization: a standalone construct

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Natural language processing

the ability to understand and produce new combinations of known parts, which sequence-to-sequence networks often fail to show.

In natural language processing, compositional generalization refers to the ability to understand and produce new combinations of known parts, which sequence-to-sequence networks often fail to show. This meaning comes from Lake (2017) in arXiv.[1]

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Nearby constructs

binding problem in neural networks1 fields · 1 citationsanchor · a standalone construct generalization6 fields · 16 citationsjingle · one name, six constructs natural3 fields · 7 citationsjingle · one word, three constructs

References

Lake, B. M., & Baroni, M. (2017). Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks. arXiv. https://doi.org/10.48550/arxiv.1711.00350

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