Papers by Vardhan Gacche
‘Quis custodiet ipsos custodes?’ Who will watch the watchmen? On Detecting AI-generated peer-reviews (2024.emnlp-main)
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| Challenge: | Recent studies have focused on generic AI-generated text detection or estimating fraction of peer-reviews that can be AI-generated. |
| Approach: | They propose a model that detects whether a peer-review is written by ChatGPT and a reviewer-generated model that generates similar outputs upon re-prompting. |
| Outcome: | The proposed model is more robust, but paraphrasing is more effective. |