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LLM-generated Text Detection
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Classifying human-written and LLM-generated texts.
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Short-PHD: Detecting Short LLM-generated Text with Topological Data Analysis After Off-topic Content Insertion
Zero-Shot Statistical Tests for LLM-Generated Text Detection using Finite Sample Concentration Inequalities
Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text Detection
Robust Detection of LLM-Generated Text: A Comparative Analysis
Understanding the Effects of Human-written Paraphrases in LLM-generated Text Detection
GigaCheck: Detecting LLM-generated Content
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios
Beyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement Measurement
Training-free LLM-generated Text Detection by Mining Token Probability Sequences
Learning to Rewrite: Generalized LLM-Generated Text Detection
Detecting Machine-Generated Texts: Not Just "AI vs Humans" and Explainability is Complicated
Towards Reliable Detection of LLM-Generated Texts: A Comprehensive Evaluation Framework with CUDRT
Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore
Adaptive Ensembles of Fine-Tuned Transformers for LLM-Generated Text Detection
Exploring Naive Approaches to Tell Apart LLMs Productions from Human-written Text
How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions
OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples
Red Teaming Language Model Detectors with Language Models
DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection
The Science of Detecting LLM-Generated Texts
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