MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection Benchmark
Fuente:
arXiv
Guardado en:
| Autores principales: | Macko, Dominik, Moro, Robert, Uchendu, Adaku, Lucas, Jason Samuel, Yamashita, Michiharu, Pikuliak, Matúš, Srba, Ivan, Le, Thai, Lee, Dongwon, Simko, Jakub, Bielikova, Maria |
|---|---|
| Formato: | Preprint |
| Publicado: |
2023
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Authorship Obfuscation in Multilingual Machine-Generated Text Detection
por: Macko, Dominik, et al.
Publicado: (2024)
por: Macko, Dominik, et al.
Publicado: (2024)
BLUFF: Benchmarking the Detection of False and Synthetic Content across 58 Low-Resource Languages
por: Lucas, Jason, et al.
Publicado: (2026)
por: Lucas, Jason, et al.
Publicado: (2026)
Disinformation Capabilities of Large Language Models
por: Vykopal, Ivan, et al.
Publicado: (2023)
por: Vykopal, Ivan, et al.
Publicado: (2023)
MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts
por: Macko, Dominik, et al.
Publicado: (2024)
por: Macko, Dominik, et al.
Publicado: (2024)
Beyond speculation: Measuring the growing presence of LLM-generated texts in multilingual disinformation
por: Macko, Dominik, et al.
Publicado: (2025)
por: Macko, Dominik, et al.
Publicado: (2025)
A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts
por: Tripto, Nafis Irtiza, et al.
Publicado: (2023)
por: Tripto, Nafis Irtiza, et al.
Publicado: (2023)
Increasing the Robustness of the Fine-tuned Multilingual Machine-Generated Text Detectors
por: Macko, Dominik, et al.
Publicado: (2025)
por: Macko, Dominik, et al.
Publicado: (2025)
TOPFORMER: Topology-Aware Authorship Attribution of Deepfake Texts with Diverse Writing Styles
por: Uchendu, Adaku, et al.
Publicado: (2023)
por: Uchendu, Adaku, et al.
Publicado: (2023)
Multilingual Previously Fact-Checked Claim Retrieval
por: Pikuliak, Matúš, et al.
Publicado: (2023)
por: Pikuliak, Matúš, et al.
Publicado: (2023)
GPT-who: An Information Density-based Machine-Generated Text Detector
por: Venkatraman, Saranya, et al.
Publicado: (2023)
por: Venkatraman, Saranya, et al.
Publicado: (2023)
Authorship Attribution in Multilingual Machine-Generated Texts
por: La Cava, Lucio, et al.
Publicado: (2025)
por: La Cava, Lucio, et al.
Publicado: (2025)
Autonomation, Not Automation: Activities and Needs of European Fact-checkers as a Basis for Designing Human-Centered AI Systems
por: Hrckova, Andrea, et al.
Publicado: (2022)
por: Hrckova, Andrea, et al.
Publicado: (2022)
Topological Data Analysis Applications in Natural Language Processing: A Survey
por: Uchendu, Adaku, et al.
Publicado: (2024)
por: Uchendu, Adaku, et al.
Publicado: (2024)
DIA-HARM: Dialectal Disparities in Harmful Content Detection Across 50 English Dialects
por: Lucas, Jason, et al.
Publicado: (2026)
por: Lucas, Jason, et al.
Publicado: (2026)
CEAID: Benchmark of Multilingual Machine-Generated Text Detection Methods for Central European Languages
por: Macko, Dominik, et al.
Publicado: (2025)
por: Macko, Dominik, et al.
Publicado: (2025)
Multilingual and Multi-topical Benchmark of Fine-tuned Language models and Large Language Models for Check-Worthy Claim Detection
por: Hyben, Martin, et al.
Publicado: (2023)
por: Hyben, Martin, et al.
Publicado: (2023)
Better as Generators Than Classifiers: Leveraging LLMs and Synthetic Data for Low-Resource Multilingual Classification
por: Pecher, Branislav, et al.
Publicado: (2026)
por: Pecher, Branislav, et al.
Publicado: (2026)
mdok-style at SemEval-2026 Task 9: Finetuning LLMs for Multilingual Polarization Detection
por: Macko, Dominik, et al.
Publicado: (2026)
por: Macko, Dominik, et al.
Publicado: (2026)
Use Random Selection for Now: Investigation of Few-Shot Selection Strategies in LLM-based Text Augmentation for Classification
por: Cegin, Jan, et al.
Publicado: (2024)
por: Cegin, Jan, et al.
Publicado: (2024)
Interpretable Predictability-Based AI Text Detection: A Replication Study
por: Skurla, Adam, et al.
Publicado: (2026)
por: Skurla, Adam, et al.
Publicado: (2026)
mcdok at SemEval-2026 Task 13: Finetuning LLMs for Detection of Machine-Generated Code
por: Skurla, Adam, et al.
Publicado: (2026)
por: Skurla, Adam, et al.
Publicado: (2026)
Evaluation of LLM Vulnerabilities to Being Misused for Personalized Disinformation Generation
por: Zugecova, Aneta, et al.
Publicado: (2024)
por: Zugecova, Aneta, et al.
Publicado: (2024)
Women Are Beautiful, Men Are Leaders: Gender Stereotypes in Machine Translation and Language Modeling
por: Pikuliak, Matúš, et al.
Publicado: (2023)
por: Pikuliak, Matúš, et al.
Publicado: (2023)
Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation
por: Cegin, Jan, et al.
Publicado: (2024)
por: Cegin, Jan, et al.
Publicado: (2024)
Fighting Randomness with Randomness: Mitigating Optimisation Instability of Fine-Tuning using Delayed Ensemble and Noisy Interpolation
por: Pecher, Branislav, et al.
Publicado: (2024)
por: Pecher, Branislav, et al.
Publicado: (2024)
Assessing Web Search Credibility and Response Groundedness in Chat Assistants
por: Vykopal, Ivan, et al.
Publicado: (2025)
por: Vykopal, Ivan, et al.
Publicado: (2025)
Generative Large Language Models in Automated Fact-Checking: A Survey
por: Vykopal, Ivan, et al.
Publicado: (2024)
por: Vykopal, Ivan, et al.
Publicado: (2024)
PlagBench: Exploring the Duality of Large Language Models in Plagiarism Generation and Detection
por: Lee, Jooyoung, et al.
Publicado: (2024)
por: Lee, Jooyoung, et al.
Publicado: (2024)
Large Language Models for Multilingual Previously Fact-Checked Claim Detection
por: Vykopal, Ivan, et al.
Publicado: (2025)
por: Vykopal, Ivan, et al.
Publicado: (2025)
MultiCW: A Large-Scale Balanced Benchmark Dataset for Training Robust Check-Worthiness Detection Models
por: Hyben, Martin, et al.
Publicado: (2026)
por: Hyben, Martin, et al.
Publicado: (2026)
Beemo: Benchmark of Expert-edited Machine-generated Outputs
por: Artemova, Ekaterina, et al.
Publicado: (2024)
por: Artemova, Ekaterina, et al.
Publicado: (2024)
Comparing Specialised Small and General Large Language Models on Text Classification: 100 Labelled Samples to Achieve Break-Even Performance
por: Pecher, Branislav, et al.
Publicado: (2024)
por: Pecher, Branislav, et al.
Publicado: (2024)
Fake Resume Attacks: Data Poisoning on Online Job Platforms
por: Yamashita, Michiharu, et al.
Publicado: (2024)
por: Yamashita, Michiharu, et al.
Publicado: (2024)
GenderBench: Evaluation Suite for Gender Biases in LLMs
por: Pikuliak, Matúš
Publicado: (2025)
por: Pikuliak, Matúš
Publicado: (2025)
Unmasking Fake Careers: Detecting Machine-Generated Career Trajectories via Multi-layer Heterogeneous Graphs
por: Yamashita, Michiharu, et al.
Publicado: (2025)
por: Yamashita, Michiharu, et al.
Publicado: (2025)
PEFT-Bench: A Parameter-Efficient Fine-Tuning Methods Benchmark
por: Belanec, Robert, et al.
Publicado: (2025)
por: Belanec, Robert, et al.
Publicado: (2025)
Evaluation of Multilingual LLMs Personalized Text Generation Capabilities Targeting Groups and Social-Media Platforms
por: Macko, Dominik
Publicado: (2026)
por: Macko, Dominik
Publicado: (2026)
IMGTB: A Framework for Machine-Generated Text Detection Benchmarking
por: Spiegel, Michal, et al.
Publicado: (2023)
por: Spiegel, Michal, et al.
Publicado: (2023)
RoSE: Round-robin Synthetic Data Evaluation for Selecting LLM Generators without Human Test Sets
por: Cegin, Jan, et al.
Publicado: (2025)
por: Cegin, Jan, et al.
Publicado: (2025)
PEFT-Factory: Unified Parameter-Efficient Fine-Tuning of Autoregressive Large Language Models
por: Belanec, Robert, et al.
Publicado: (2025)
por: Belanec, Robert, et al.
Publicado: (2025)
Ejemplares similares
-
Authorship Obfuscation in Multilingual Machine-Generated Text Detection
por: Macko, Dominik, et al.
Publicado: (2024) -
BLUFF: Benchmarking the Detection of False and Synthetic Content across 58 Low-Resource Languages
por: Lucas, Jason, et al.
Publicado: (2026) -
Disinformation Capabilities of Large Language Models
por: Vykopal, Ivan, et al.
Publicado: (2023) -
MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts
por: Macko, Dominik, et al.
Publicado: (2024) -
Beyond speculation: Measuring the growing presence of LLM-generated texts in multilingual disinformation
por: Macko, Dominik, et al.
Publicado: (2025)