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LLM-generated Text Detection

Classifying human-written and LLM-generated texts.

Papers

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Showing 1–22 of 22 papers

TitleStatusHype
Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text DetectionCode2
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future DirectionsCode2
Red Teaming Language Model Detectors with Language ModelsCode1
Towards Reliable Detection of LLM-Generated Texts: A Comprehensive Evaluation Framework with CUDRTCode1
OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated ExamplesCode1
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World ScenariosCode1
Adaptive Ensembles of Fine-Tuned Transformers for LLM-Generated Text Detection—0
Beyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement Measurement—0
Detecting Machine-Generated Texts: Not Just "AI vs Humans" and Explainability is Complicated—0
GigaCheck: Detecting LLM-generated Content—0
DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection—0
Learning to Rewrite: Generalized LLM-Generated Text Detection—0
PhantomHunter: Detecting Unseen Privately-Tuned LLM-Generated Text via Family-Aware Learning—0
Robust Detection of LLM-Generated Text: A Comparative Analysis—0
The Science of Detecting LLM-Generated Texts—0
Training-free LLM-generated Text Detection by Mining Token Probability Sequences—0
Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore—0
How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text DetectionCode0
Understanding the Effects of Human-written Paraphrases in LLM-generated Text DetectionCode0
Exploring Naive Approaches to Tell Apart LLMs Productions from Human-written TextCode0
Zero-Shot Statistical Tests for LLM-Generated Text Detection using Finite Sample Concentration InequalitiesCode0
Short-PHD: Detecting Short LLM-generated Text with Topological Data Analysis After Off-topic Content InsertionCode0
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