Construct · 1 fields · 1 citations

neural text degeneration: a standalone construct

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

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neural textdegeneration1 CONSTRUCTNeural text degenerationHOLTZMAN · NATURAL LANGUAGE

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Natural language processing

the bland, repetitive and incoherent text produced when language models are decoded by maximizing likelihood, as with greedy or beam search.

In natural language processing, neural text degeneration refers to the bland, repetitive and incoherent text produced when language models are decoded by maximizing likelihood, as with greedy or beam search. This meaning comes from Holtzman (2019) in arXiv.[1]

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Nearby constructs

nucleus sampling1 fields · 1 citationsanchor · a standalone constructbeam1 fields · 2 citationsanchor · a standalone constructlikelihood3 fields · 3 citationsjingle · one word, three constructs

References

  1. Holtzman, A., Buys, J., Du, L., Forbes, M., & Choi, Y. (2019). The Curious Case of Neural Text Degeneration. arXiv. https://doi.org/10.48550/arxiv.1904.09751

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