Residual Semantic Decomposition of Word Embeddings

In three linesResidual Semantic Decomposition (RSD) recursively decomposes word embeddings into local semantic axes via neural additive approach. On ambiguous words, RSD separates supplied contexts from shuffled controls, but entropy diagnostics show static GloVe does not uniformly place ambiguous words at high-entropy boundaries.

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