Wenjing Duan
1 indexed paper
Recent (6 mo)
1With code
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126
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Crypto×1NLP×1
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Research Timeline
2026
Fight Poison with Poison: Enhancing Robustness in Few-shot Machine-Generated Text Detection with Adversarial Training
The paper proposes REACT, an adversarial training framework that significantly enhances the robustness and few-shot performance of machine-generated text detection by having a Retrieval-Augmented Generation (RAG)-powered attacker co-evolve with the detector.
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