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Md Shamimur Rahman, Zadia Codabux, Chanchal K Roy · 2024

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cs.SE 1

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2026 1

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UNVERDICTED 1

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Real-Time Toxicity Filtering for Open-Source Code Reviews

cs.SE · 2026-04-10 · unverdicted · novelty 5.0

ToxiShield combines BERT for 97% F1 toxicity detection, Claude for multiclass classification, and Llama for detoxification achieving 95% style transfer accuracy on code review texts.

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  • Real-Time Toxicity Filtering for Open-Source Code Reviews cs.SE · 2026-04-10 · unverdicted · none · ref 6

    ToxiShield combines BERT for 97% F1 toxicity detection, Claude for multiclass classification, and Llama for detoxification achieving 95% style transfer accuracy on code review texts.