Zhouwang Yang — accepted AI-conference papers

2024

Are AI-Generated Text Detectors Robust to Adversarial Perturbations?

Guanhua Huang, Yuchen Zhang, Zhe Li, Yongjian You, Mingze Wang, Zhouwang Yang

ACL 2024long

The widespread use of large language models (LLMs) has sparked concerns about the potential misuse of AI-generated text, as these models can produce content that closely resembles human-generated text. Current detectors for AI-generated text (AIGT) lack robustness against adversarial perturbations,…

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2023

An Iteratively Parallel Generation Method with the Pre-Filling Strategy for Document-level Event Extraction

Guanhua Huang, Runxin Xu, ying zeng, Jiaze Chen, Zhouwang Yang, Weinan E

EMNLP 2023long main

In document-level event extraction (DEE) tasks, a document typically contains many event records with multiple event roles. Therefore, accurately extracting all event records is a big challenge since the number of event records is not given. Previous works present the entity-based directed acyclic g…

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