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SemEval-2024 Task 8: Weighted Layer Averaging RoBERTa for Black-Box Machine-Generated Text Detection
Feb. 27, 2024, 5:49 a.m. | Ayan Datta, Aryan Chandramania, Radhika Mamidi
cs.CL updates on arXiv.org arxiv.org
Abstract: This document contains the details of the authors' submission to the proceedings of SemEval 2024's Task 8: Multigenerator, Multidomain, and Multilingual Black-Box Machine-Generated Text Detection Subtask A (monolingual) and B. Detection of machine-generated text is becoming an increasingly important task, with the advent of large language models (LLMs). In this document, we lay out the techniques utilized for performing the same, along with the results obtained.
abstract arxiv authors box cs.cl detection document generated layer machine multilingual roberta text type
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