Independent researcher looking for technical feedback on a paper about a revision-capable language model

Hi everyone! I am an independent researcher working on Reviser, a language model that generates through cursor-relative edit actions on a mutable canvas. It is autoregressive over edit-history actions rather than final text order, which lets it revise its response while keeping decoding efficiency close to standard autoregressive transformers.

My goal is to submit the paper to a conference such as ACL, EMNLP, ICML, or a similar venue, and I would really appreciate technical feedback on things like:

  • Boldness/strength of the claims
  • Weaknesses
  • Quality of the results, or if I should include other results

Paper: Reviser/main.pdf at main · Sean-Diab/Reviser · GitHub

I would really value any feedback on what I should improve before submitting.

I am also looking for an arXiv endorsement for cs.CL. If anyone here is eligible and feels comfortable helping, my endorsement link is: Log in to arXiv | arXiv e-print repository

Thank you very much.

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