DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection
Fuente:
arXiv
Guardado en:
| Autores principales: | Wu, Junchao, Liu, Yefeng, Zhu, Chenyu, Zhang, Hao, Wu, Zeyu, Shi, Tianqi, Du, Yichao, Wang, Longyue, Luo, Weihua, Su, Jinsong, Wong, Derek F. |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios
por: Wu, Junchao, et al.
Publicado: (2024)
por: Wu, Junchao, et al.
Publicado: (2024)
A State-Transition Framework for Efficient LLM Reasoning
por: Zhang, Liang, et al.
Publicado: (2026)
por: Zhang, Liang, et al.
Publicado: (2026)
RepreGuard: Detecting LLM-Generated Text by Revealing Hidden Representation Patterns
por: Chen, Xin, et al.
Publicado: (2025)
por: Chen, Xin, et al.
Publicado: (2025)
Marco-MoE: Open Multilingual Mixture-of-Expert Language Models with Efficient Upcycling
por: Jiang, Fan, et al.
Publicado: (2026)
por: Jiang, Fan, et al.
Publicado: (2026)
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions
por: Wu, Junchao, et al.
Publicado: (2023)
por: Wu, Junchao, et al.
Publicado: (2023)
Towards Lightweight, Adaptive and Attribute-Aware Multi-Aspect Controllable Text Generation with Large Language Models
por: Zhu, Chenyu, et al.
Publicado: (2025)
por: Zhu, Chenyu, et al.
Publicado: (2025)
Reusing Fusion-Time Spectral Reliability for Adaptive Fusion and Expert Routing in RGB-Infrared Object Detection
por: Wu, Yefeng
Publicado: (2026)
por: Wu, Yefeng
Publicado: (2026)
Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore
por: Wu, Junchao, et al.
Publicado: (2024)
por: Wu, Junchao, et al.
Publicado: (2024)
Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language Models
por: Zeng, Bo, et al.
Publicado: (2025)
por: Zeng, Bo, et al.
Publicado: (2025)
Benchmarking the Detection of LLMs-Generated Modern Chinese Poetry
por: Wang, Shanshan, et al.
Publicado: (2025)
por: Wang, Shanshan, et al.
Publicado: (2025)
Robust Detection of LLM-Generated Text: A Comparative Analysis
por: Su, Yongye, et al.
Publicado: (2024)
por: Su, Yongye, et al.
Publicado: (2024)
StyleTextGen: Style-Conditioned Multilingual Scene Text Generation
por: Chen, Zeyu, et al.
Publicado: (2026)
por: Chen, Zeyu, et al.
Publicado: (2026)
CGF-DETR: Cross-Gated Fusion DETR for Enhanced Pneumonia Detection in Chest X-rays
por: Wu, Yefeng, et al.
Publicado: (2025)
por: Wu, Yefeng, et al.
Publicado: (2025)
Marco-LLM: Bridging Languages via Massive Multilingual Training for Cross-Lingual Enhancement
por: Ming, Lingfeng, et al.
Publicado: (2024)
por: Ming, Lingfeng, et al.
Publicado: (2024)
Channel-Adaptive Robust Resource Allocation for Highly Reliable IRS-Assisted V2X Communications
por: Wang, Peng, et al.
Publicado: (2025)
por: Wang, Peng, et al.
Publicado: (2025)
HCRE: LLM-based Hierarchical Classification for Cross-Document Relation Extraction with a Prediction-then-Verification Strategy
por: Ma, Guoqi, et al.
Publicado: (2026)
por: Ma, Guoqi, et al.
Publicado: (2026)
Challenging Multilingual LLMs: A New Taxonomy and Benchmark for Unraveling Hallucination in Translation
por: Wu, Xinwei, et al.
Publicado: (2025)
por: Wu, Xinwei, et al.
Publicado: (2025)
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models
por: Ruan, Zhiwen, et al.
Publicado: (2026)
por: Ruan, Zhiwen, et al.
Publicado: (2026)
Towards Reliable Detection of LLM-Generated Texts: A Comprehensive Evaluation Framework with CUDRT
por: Tao, Zhen, et al.
Publicado: (2024)
por: Tao, Zhen, et al.
Publicado: (2024)
Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements
por: Yang, Shu, et al.
Publicado: (2025)
por: Yang, Shu, et al.
Publicado: (2025)
BiasScope: Towards Automated Detection of Bias in LLM-as-a-Judge Evaluation
por: Lai, Peng, et al.
Publicado: (2026)
por: Lai, Peng, et al.
Publicado: (2026)
Investigating Bias in LLM-Based Bias Detection: Disparities between LLMs and Human Perception
por: Lin, Luyang, et al.
Publicado: (2024)
por: Lin, Luyang, et al.
Publicado: (2024)
Can LLMs Track Their Output Length? A Dynamic Feedback Mechanism for Precise Length Regulation
por: Xiao, Meiman, et al.
Publicado: (2026)
por: Xiao, Meiman, et al.
Publicado: (2026)
DAONet-YOLOv8: An Occlusion-Aware Dual-Attention Network for Tea Leaf Pest and Disease Detection
por: Wu, Yefeng, et al.
Publicado: (2025)
por: Wu, Yefeng, et al.
Publicado: (2025)
(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts
por: Wu, Minghao, et al.
Publicado: (2024)
por: Wu, Minghao, et al.
Publicado: (2024)
SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text
por: He, Weiqing, et al.
Publicado: (2024)
por: He, Weiqing, et al.
Publicado: (2024)
Is Long-to-Short a Free Lunch? Investigating Inconsistency and Reasoning Efficiency in LRMs
por: Yang, Shu, et al.
Publicado: (2025)
por: Yang, Shu, et al.
Publicado: (2025)
The Bitter Lesson Learned from 2,000+ Multilingual Benchmarks
por: Wu, Minghao, et al.
Publicado: (2025)
por: Wu, Minghao, et al.
Publicado: (2025)
On the Information Redundancy in Non-Autoregressive Translation
por: Wang, Zhihao, et al.
Publicado: (2024)
por: Wang, Zhihao, et al.
Publicado: (2024)
Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions
por: Zhao, Yu, et al.
Publicado: (2024)
por: Zhao, Yu, et al.
Publicado: (2024)
Seeing the Poem: Image-Semantic Detection of AI-Generated Modern Chinese Poetry with MLLMs
por: Wang, Shanshan, et al.
Publicado: (2026)
por: Wang, Shanshan, et al.
Publicado: (2026)
ComplexMCP: Evaluation of LLM Agents in Dynamic, Interdependent, and Large-Scale Tool Sandbox
por: Li, Yuanyang, et al.
Publicado: (2026)
por: Li, Yuanyang, et al.
Publicado: (2026)
$k$NNProxy: Efficient Training-Free Proxy Alignment for Black-Box Zero-Shot LLM-Generated Text Detection
por: Wong, Kahim, et al.
Publicado: (2026)
por: Wong, Kahim, et al.
Publicado: (2026)
FashionChameleon: Towards Real-Time and Interactive Human-Garment Video Customization
por: Song, Quanjian, et al.
Publicado: (2026)
por: Song, Quanjian, et al.
Publicado: (2026)
The Affective Bridge: Preserving Speech Representations while Enhancing Deepfake Detection vian emotional Constraints
por: Li, Yupei, et al.
Publicado: (2025)
por: Li, Yupei, et al.
Publicado: (2025)
Understanding and Mitigating Political Stance Cross-topic Generalization in Large Language Models
por: Zhang, Jiayi, et al.
Publicado: (2025)
por: Zhang, Jiayi, et al.
Publicado: (2025)
Neuron-Aware Data Selection In Instruction Tuning For Large Language Models
por: Chen, Xin, et al.
Publicado: (2026)
por: Chen, Xin, et al.
Publicado: (2026)
Rethinking Multilingual Vision-Language Translation: Dataset, Evaluation, and Adaptation
por: Wang, Xintong, et al.
Publicado: (2025)
por: Wang, Xintong, et al.
Publicado: (2025)
Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning
por: Yao, Junchi, et al.
Publicado: (2025)
por: Yao, Junchi, et al.
Publicado: (2025)
Multilingual Fine-Grained News Headline Hallucination Detection
por: Shen, Jiaming, et al.
Publicado: (2024)
por: Shen, Jiaming, et al.
Publicado: (2024)
Ejemplares similares
-
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios
por: Wu, Junchao, et al.
Publicado: (2024) -
A State-Transition Framework for Efficient LLM Reasoning
por: Zhang, Liang, et al.
Publicado: (2026) -
RepreGuard: Detecting LLM-Generated Text by Revealing Hidden Representation Patterns
por: Chen, Xin, et al.
Publicado: (2025) -
Marco-MoE: Open Multilingual Mixture-of-Expert Language Models with Efficient Upcycling
por: Jiang, Fan, et al.
Publicado: (2026) -
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions
por: Wu, Junchao, et al.
Publicado: (2023)