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Reviews Matter: How Distributed Mentoring Predicts Lexical Diversity on Fanfiction.net

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arxiv 1809.10268 v3 pith:LLJY7X2L submitted 2018-09-26 cs.SI

Jenna Frens , Ruby Davis , Jihyun Lee , Diana Zhang , Cecilia Aragon This is my paper · ORCID
classification cs.SI
keywords distributeddiversityfanfictionfeedbacklexicalmentoringauthorscumulative
verification ladder T0 review T1 audit T2 compute T3 formal

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Fanfiction.net provides an informal learning space for young writers through distributed mentoring, networked giving and receiving of feedback. In this paper, we quantify the cumulative effect of feedback on lexical diversity for 1.5 million authors.

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  1. Fanfiction in the Age of AI: Community Perspectives on Creativity, Authenticity and Adoption

    cs.HC 2025-06 conditional novelty 5.0 of 10

    A survey of 157 fanfiction community members shows strong attachment to human-centered creativity, widespread demand for AI transparency, and a spectrum of attitudes from cautious acceptance to active rejection.

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