Papers by Samarth Garg
MixRevDetect: Towards Detecting AI-Generated Content in Hybrid Peer Reviews. (2025.naacl-short)
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| Challenge: | Existing methods for detecting fully AI-generated peer reviews fail to detect finer-grained AI-generated points within mixed-authorship reviews. |
| Approach: | They propose a method to identify AI-generated points in peer reviews using large language models . their approach achieved an F1 score of 88.86%, significantly outperforming existing methods . |
| Outcome: | The proposed method outperforms existing methods in identifying AI-generated points in peer reviews. |