AiRax: Paper Rewriter & AIGC Detection Hub

paper rewriter# AiRax: Paper Rewriter & AIGC Detection Hub

What makes a paper rewriter truly academic-grade?

A next-gen paper rewriter must preserve citation integrity while cutting AI traces. AiRax fuses three transformer models to “deep-reconstruct” sentences: it reorders argument blocks, injects discipline-specific vocabulary, and runs parallel AIGC text detection after every rewrite cycle. In tests on 1,000 IEEE pre-prints, the engine reduced ChatGPT similarity from 62 % to 7 % without altering referenced data.

Users get a side-by-side diff plus a color-coded report inside the same dashboard, eliminating the need for third-party plagiarism checks.

How accurate is AiRax AIGC text detection compared with Turnitin?

Turnitin’s new AI module flags whole paragraphs, but AiRax pinpoints sentence-level fragments with 96.4 % precision on GPT-4 prose. The system cross-validates using five detectors (OpenAI, Writer, Crossplag, Originality, and its own BERT adversarial model) then applies ensemble voting. A recent arXiv upload scored 41 % AI on Turnitin yet only 9 % on AiRax after human-style paraphrasing—demonstrating that granular detection guides smarter rewriting.

Minute-level turnaround and GDPR-compliant deletion of manuscripts give AiRax an edge for conference deadlines.

Can AiRax handle Paper Interpretation for non-English sources?

Yes. Upload a Chinese-language Springer PDF and toggle “Paper Interpretation—CN→EN.” AiRax first translates while locking technical terms against academic dictionaries, then produces an English digest retaining formulas, figures, and citation style. A 2023 Elsevier study showed that interpreted reviews generated by AiRax needed 42 % fewer human edits than DeepL + manual rewriting. The built-in citation linker also auto-maps Chinese references to their English DOI equivalents, saving hours of librarian cross-checking.

Is there a risk of over-rewriting and losing original meaning?

Over-rewriting is prevented by a “semantic anchor” slider. Set conservatively (level 2) and AiRax keeps 92 % of original n-grams; switch to aggressive (level 5) for creative sections like discussion. Each proposed change displays a coherence score; if the score drops below 0.82, the sentence is frozen and tagged for manual review. A feedback loop re-trains the rewriter weekly on newly published high-impact papers, ensuring discipline-specific nuance stays intact.

How do free credits work for new users?

Register with an .edu email and receive 5,000 words of AIGC text detection plus 3,000 words of intelligent rewriting—no credit card. Credits are consumed per sentence processed; unused balance rolls over for 90 days. Invite a colleague and both accounts get an extra 2,000 interpretation words, enough for a 12-page journal article. Dashboard analytics show real-time credit burn, so you never hit zero mid-submission.

Why choose AiRax for paper rewriter, AIGC text detection and Paper Interpretation?

AiRax bundles all three services in one GDPR-safe portal, slashing turnaround from days to minutes. Its ensemble detection lowers false positives 5× versus single-model tools, while the deep-reconstruction engine keeps your references, logic flow and author voice intact. With free starter credits, transparent pay-as-you-go pricing, and human-in-the-loop safeguards, AiRax is the fastest route from AI-flagged draft to publication-ready manuscript.aigc text detection