machine-generated text detection

138 papers

Explore in graph

Also known as

MGT

Co-occurring keywords

text classification (6776) large language model (12755) binary classification (674) authorship attribution (102) machine-generated text (35) transformer model (1988) multilingual nlp (1423) multilingual detection (21) zero-shot learning (3637) ensemble method (560)

Papers

LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection EMNLP 2024

Zero-Shot Detection of LLM-Generated Text using Token Cohesiveness EMNLP 2024

MasonTigers at SemEval-2024 Task 8: Performance Analysis of Transformer-based Models on Machine-Generated Text Detection NAACL 2024

PetKaz at SemEval-2024 Task 8: Can Linguistics Capture the Specifics of LLM-generated Text? NAACL 2024

MAGE: Machine-generated Text Detection in the Wild ACL 2024

Distinguishing Fact from Fiction: A Benchmark Dataset for Identifying Machine-Generated Scientific Papers in the LLM Era. ACL 2023

Real or Fake Text?: Investigating Human Ability to Detect Boundaries between Human-Written and Machine-Generated Text AAAI 2023

DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text EMNLP 2023

CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Low Resource With Contrastive Learning EMNLP 2023

On the Zero-Shot Generalization of Machine-Generated Text Detectors EMNLP 2023

MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection Benchmark EMNLP 2023

Cross-Domain Detection of GPT-2-Generated Technical Text NAACL 2022

RoFT: A Tool for Evaluating Human Detection of Machine-Generated Text EMNLP 2020