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To cite chatRater in publications, please use the associated preprint:

Zheng S (2026). “chatRater: Validating LLM-Generated Psycholinguistic Norms with Probability-Weighted Scoring.” doi:10.31234/osf.io/mje6w_v1. 10.31234/osf.io/mje6w_v1, https://doi.org/10.31234/osf.io/mje6w_v1.

Corresponding BibTeX entry: 

  @Misc{,
    title = {chatRater: Validating LLM-Generated Psycholinguistic Norms
      with Probability-Weighted Scoring},
    author = {Shiyang Zheng},
    year = {2026},
    month = {May},
    day = {16},
    doi = {10.31234/osf.io/mje6w_v1},
    publisher = {PsyArXiv},
    url = {https://doi.org/10.31234/osf.io/mje6w_v1},
    eprint = {10.31234/osf.io/mje6w_v1},
    archiveprefix = {PsyArXiv},
  }

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.