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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.

169,181 papers · 148 categories

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0111 · May 201419922001200920182026
4 results for “poetry”
A Text Classification Application: Poet Detection from Poetrycs.IR

Study classifies poetry by poet using text categorization techniques.

problem Classifying poetry based on the poet who wrote it.
method Constructed a data set of English poetry, applied text categorization techniques, used Chi-Square for feature selection, and tested five classification algorithms.
result Sequential minimal optimization achieved a 70% classification success rate.
text classificationpoet detectionpoetrytext categorizationfeature selection
2018-10-24abs ↗pdf ↗
Automated Attribution and Intertextual Analysiscs.CL

In this work, we employ quantitative methods from the realm of statistics and machine learning to develop novel methodologies for author attribution and textual analysis. In particular, we develop techniques and software suitable for applications to Classical study, and we illustrate the efficacy of our approach in sev…

2014-05-03abs ↗pdf ↗