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Jiayi Gui

2 accepted papers

2025

AIDER: a Robust and Topic-Independent Framework for Detecting AI-Generated Text

COLING 2025main

The human-level fluency achieved by large language models in text generation has intensified the challenge of distinguishing between human-written and AI-generated texts. While current fine-tuned detectors exist, they often lack robustness against adversarial attacks and struggle with out-of-distrib…

Cited by 1SourcePDFScholar
2025

LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models

ACL 2025finding

Large Language Models (LLMs) have demonstrated notable capabilities across various tasks, showcasing complex problem-solving abilities. Understanding and executing complex rules, along with multi-step planning, are fundamental to logical reasoning and critical for practical LLM agents and decision-m…