Luminol-AIDetect: Fast Zero-shot Machine-Generated Text Detection based on Perplexity under Text Shuffling
Fuente:
arXiv
Saved in:
| Main Authors: | La Cava, Lucio, Tagarelli, Andrea |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
OpenTuringBench: An Open-Model-based Benchmark and Framework for Machine-Generated Text Detection and Attribution
by: La Cava, Lucio, et al.
Published: (2025)
by: La Cava, Lucio, et al.
Published: (2025)
Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text
by: La Cava, Lucio, et al.
Published: (2024)
by: La Cava, Lucio, et al.
Published: (2024)
Authorship Attribution in Multilingual Machine-Generated Texts
by: La Cava, Lucio, et al.
Published: (2025)
by: La Cava, Lucio, et al.
Published: (2025)
Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language Models
by: La Cava, Lucio, et al.
Published: (2024)
by: La Cava, Lucio, et al.
Published: (2024)
Toward Preference-aligned Large Language Models via Residual-based Model Steering
by: La Cava, Lucio, et al.
Published: (2025)
by: La Cava, Lucio, et al.
Published: (2025)
Machines in the Crowd? Measuring the Footprint of Machine-Generated Text on Reddit
by: La Cava, Lucio, et al.
Published: (2025)
by: La Cava, Lucio, et al.
Published: (2025)
Culturally Grounded Personas in Large Language Models: Characterization and Alignment with Socio-Psychological Value Frameworks
by: Greco, Candida M., et al.
Published: (2026)
by: Greco, Candida M., et al.
Published: (2026)
Talking the Talk Does Not Entail Walking the Walk: On the Limits of Large Language Models in Lexical Entailment Recognition
by: Greco, Candida M., et al.
Published: (2024)
by: Greco, Candida M., et al.
Published: (2024)
Safeguarding Decentralized Social Media: LLM Agents for Automating Community Rule Compliance
by: La Cava, Lucio, et al.
Published: (2024)
by: La Cava, Lucio, et al.
Published: (2024)
Evaluating GPT-3.5's Awareness and Summarization Abilities for European Constitutional Texts with Shared Topics
by: Greco, Candida M., et al.
Published: (2024)
by: Greco, Candida M., et al.
Published: (2024)
Visually Wired NFTs: Exploring the Role of Inspiration in Non-Fungible Tokens
by: La Cava, Lucio, et al.
Published: (2023)
by: La Cava, Lucio, et al.
Published: (2023)
DetectAnyLLM: Towards Generalizable and Robust Detection of Machine-Generated Text Across Domains and Models
by: Fu, Jiachen, et al.
Published: (2025)
by: Fu, Jiachen, et al.
Published: (2025)
Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity
by: Najjar, Ayat A., et al.
Published: (2025)
by: Najjar, Ayat A., et al.
Published: (2025)
Bringing order into the realm of Transformer-based language models for artificial intelligence and law
by: Greco, Candida M., et al.
Published: (2023)
by: Greco, Candida M., et al.
Published: (2023)
On the Detectability of LLM-Generated Text: What Exactly Is LLM-Generated Text?
by: Geng, Mingmeng, et al.
Published: (2025)
by: Geng, Mingmeng, et al.
Published: (2025)
Decoupling Content and Expression: Two-Dimensional Detection of AI-Generated Text
by: Bao, Guangsheng, et al.
Published: (2025)
by: Bao, Guangsheng, et al.
Published: (2025)
Complete Evasion, Zero Modification: PDF Attacks on AI Text Detection
by: Creo, Aldan
Published: (2025)
by: Creo, Aldan
Published: (2025)
E2MoCase: A Dataset for Emotional, Event and Moral Observations in News Articles on High-impact Legal Cases
by: Greco, Candida M., et al.
Published: (2024)
by: Greco, Candida M., et al.
Published: (2024)
DeCAP: Context-Adaptive Prompt Generation for Debiasing Zero-shot Question Answering in Large Language Models
by: Bae, Suyoung, et al.
Published: (2025)
by: Bae, Suyoung, et al.
Published: (2025)
SHIELD: Evaluation and Defense Strategies for Copyright Compliance in LLM Text Generation
by: Liu, Xiaoze, et al.
Published: (2024)
by: Liu, Xiaoze, et al.
Published: (2024)
A Survey on Moral Foundation Theory and Pre-Trained Language Models: Current Advances and Challenges
by: Zangari, Lorenzo, et al.
Published: (2024)
by: Zangari, Lorenzo, et al.
Published: (2024)
Grounding Text Embeddings in Stakeholder Associations
by: Rystrøm, Jonathan, et al.
Published: (2026)
by: Rystrøm, Jonathan, et al.
Published: (2026)
Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement
by: Kersting, Nicholas S., et al.
Published: (2026)
by: Kersting, Nicholas S., et al.
Published: (2026)
Leveraging Prompts in LLMs to Overcome Imbalances in Complex Educational Text Data
by: McClure, Jeanne, et al.
Published: (2024)
by: McClure, Jeanne, et al.
Published: (2024)
Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM
by: Zhang, Ruohong, et al.
Published: (2023)
by: Zhang, Ruohong, et al.
Published: (2023)
Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
by: Hans, Abhimanyu, et al.
Published: (2024)
by: Hans, Abhimanyu, et al.
Published: (2024)
Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical Texts
by: Zhang, Yifan, et al.
Published: (2024)
by: Zhang, Yifan, et al.
Published: (2024)
Optimizing Large Language Models for ESG Activity Detection in Financial Texts
by: Birti, Mattia, et al.
Published: (2025)
by: Birti, Mattia, et al.
Published: (2025)
Zero- and Few-shot Named Entity Recognition and Text Expansion in Medication Prescriptions using ChatGPT
by: Isaradech, Natthanaphop, et al.
Published: (2024)
by: Isaradech, Natthanaphop, et al.
Published: (2024)
ZeroDL: Zero-shot Distribution Learning for Text Clustering via Large Language Models
by: Jo, Hwiyeol, et al.
Published: (2024)
by: Jo, Hwiyeol, et al.
Published: (2024)
Explainable Few-shot Knowledge Tracing
by: Li, Haoxuan, et al.
Published: (2024)
by: Li, Haoxuan, et al.
Published: (2024)
From Text to Multimodality: Exploring the Evolution and Impact of Large Language Models in Medical Practice
by: Niu, Qian, et al.
Published: (2024)
by: Niu, Qian, et al.
Published: (2024)
Prompt Selection Matters: Enhancing Text Annotations for Social Sciences with Large Language Models
by: Abraham, Louis, et al.
Published: (2024)
by: Abraham, Louis, et al.
Published: (2024)
LuxVeri at GenAI Detection Task 1: Inverse Perplexity Weighted Ensemble for Robust Detection of AI-Generated Text across English and Multilingual Contexts
by: Mobin, Md Kamrujjaman, et al.
Published: (2025)
by: Mobin, Md Kamrujjaman, et al.
Published: (2025)
MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts
by: Macko, Dominik, et al.
Published: (2024)
by: Macko, Dominik, et al.
Published: (2024)
VILLAIN at AVerImaTeC: Verifying Image-Text Claims via Multi-Agent Collaboration
by: Jung, Jaeyoon, et al.
Published: (2026)
by: Jung, Jaeyoon, et al.
Published: (2026)
Augmenting Rating-Scale Measures with Text-Derived Items Using the Information-Determined Scoring (IDS) Framework
by: Watson, Joe, et al.
Published: (2025)
by: Watson, Joe, et al.
Published: (2025)
Surveying the Dead Minds: Historical-Psychological Text Analysis with Contextualized Construct Representation (CCR) for Classical Chinese
by: Chen, Yuqi, et al.
Published: (2024)
by: Chen, Yuqi, et al.
Published: (2024)
Machine Learning for Detection and Analysis of Novel LLM Jailbreaks
by: Hawkins, John, et al.
Published: (2025)
by: Hawkins, John, et al.
Published: (2025)
Who Gets Which Message? Auditing Demographic Bias in LLM-Generated Targeted Text
by: Islam, Tunazzina
Published: (2026)
by: Islam, Tunazzina
Published: (2026)
Similar Items
-
OpenTuringBench: An Open-Model-based Benchmark and Framework for Machine-Generated Text Detection and Attribution
by: La Cava, Lucio, et al.
Published: (2025) -
Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text
by: La Cava, Lucio, et al.
Published: (2024) -
Authorship Attribution in Multilingual Machine-Generated Texts
by: La Cava, Lucio, et al.
Published: (2025) -
Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language Models
by: La Cava, Lucio, et al.
Published: (2024) -
Toward Preference-aligned Large Language Models via Residual-based Model Steering
by: La Cava, Lucio, et al.
Published: (2025)