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method ID: mixtureofsoftmax

Related Papers

Softmax Bottleneck Makes Language Models Unable to Represent Multi-mode Word Distributions

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractNeural language models (LMs) such as GPT-2 estimate the probability distribution over the next word by a softmax over the vocabulary. The softmax layer produces the distribution based on the …...

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