POLARIS method guides small models to write long stories

Arxiv CS.CL (NLP/language models)

Paper proposes POLARIS, a method to help small open-weight models generate coherent long-form creative writing. Small models often fail to meet length or quality; POLARIS uses iterative refinement and length-aware conditioning to improve output.

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Arxiv CS.CL (NLP/language models)·Rishanth RajendhranJenna RussellMohit IyyerJohn Frederick Wieting

7 days ago