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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.

169,291 papers · 148 categories

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0.3%0.5%0.8%0.1% · May 201819922001200920182026
1 result for “numeracy”
Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numberscs.CL

Paper improves language models' ability to predict numbers.

problem Improving language models' numeracy for technical documents.
method Exploring memorisation, digit-by-digit composition, and a continuous probability density function model.
result Hierarchical models improve perplexity by 2 and 4 orders of magnitude.
numeracylanguage modelsperplexitydigit-by-digitcontinuous probability density function
2018-05-21abs ↗pdf ↗