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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

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2 results for “word-equations”

On the length of non-solutions to equations with constants in some linear groupsmath.GR

For word-equations in groups, we find a logarithmic bound on non-solutions.

problem Finding the length of non-solutions to word-equations in groups.

method Analyzing finite-rank free groups and applying results to broader classes of groups.

result Logarithmic bound on non-solutions for word-equations in groups.

word-equations groups logarithmic bound non-solutions finite-rank free groups

2023-06-27abs ↗pdf ↗

Word Equations: Inherently Interpretable Sparse Word Embeddingsthrough Sparse Codingcs.CL

We create interpretable word embeddings through sparse coding.

problem Difficult to interpret word embeddings in natural language processing.

method Transform pretrained dense word embeddings into sparse embeddings through sparse coding.

result Sparse embeddings are more interpretable and achieve good performance.

word embeddings interpretable sparse coding natural language processing

2020-04-08abs ↗pdf ↗