Segmenting Human-LLM Co-authored Text via Change Point Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Mengchu, Zhu, Jin, Li, Jinglai, Shi, Chengchun |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Human-AI Co-design for Clinical Prediction Models
by: Feng, Jean, et al.
Published: (2026)
by: Feng, Jean, et al.
Published: (2026)
Learn-to-Distance: Distance Learning for Detecting LLM-Generated Text
by: Zhou, Hongyi, et al.
Published: (2026)
by: Zhou, Hongyi, et al.
Published: (2026)
AdaDetectGPT: Adaptive Detection of LLM-Generated Text with Statistical Guarantees
by: Zhou, Hongyi, et al.
Published: (2025)
by: Zhou, Hongyi, et al.
Published: (2025)
Text Rationalization for Robust Causal Effect Estimation
by: Zhang, Lijinghua, et al.
Published: (2025)
by: Zhang, Lijinghua, et al.
Published: (2025)
Embedding Trust: Semantic Isotropy Predicts Nonfactuality in Long-Form Text Generation
by: Bhardwaj, Dhrupad, et al.
Published: (2025)
by: Bhardwaj, Dhrupad, et al.
Published: (2025)
ALCM: Autonomous LLM-Augmented Causal Discovery Framework
by: Khatibi, Elahe, et al.
Published: (2024)
by: Khatibi, Elahe, et al.
Published: (2024)
From Ground Truth to Measurement: A Statistical Framework for Human Labeling
by: Chew, Robert, et al.
Published: (2026)
by: Chew, Robert, et al.
Published: (2026)
Using Large Language Models to Suggest Informative Prior Distributions in Bayesian Statistics
by: Riegler, Michael A., et al.
Published: (2025)
by: Riegler, Michael A., et al.
Published: (2025)
(Mis)Fitting: A Survey of Scaling Laws
by: Li, Margaret, et al.
Published: (2025)
by: Li, Margaret, et al.
Published: (2025)
Majority of the Bests: Improving Best-of-N via Bootstrapping
by: Rakhsha, Amin, et al.
Published: (2025)
by: Rakhsha, Amin, et al.
Published: (2025)
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks
by: Hua, Wenyue, et al.
Published: (2024)
by: Hua, Wenyue, et al.
Published: (2024)
Causal Sufficiency and Necessity Improves Chain-of-Thought Reasoning
by: Yu, Xiangning, et al.
Published: (2025)
by: Yu, Xiangning, et al.
Published: (2025)
DSIPA: Detecting LLM-Generated Texts via Sentiment-Invariant Patterns Divergence Analysis
by: Li, Siyuan, et al.
Published: (2026)
by: Li, Siyuan, et al.
Published: (2026)
Evaluating Patient Safety Risks in Generative AI: Development and Validation of a FMECA Framework for Generated Clinical Content
by: Bednarczyk, Lydie, et al.
Published: (2026)
by: Bednarczyk, Lydie, et al.
Published: (2026)
ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style Transfer
by: Liu, Dongqi, et al.
Published: (2023)
by: Liu, Dongqi, et al.
Published: (2023)
Detecting LLM-Generated Text with Performance Guarantees
by: Zhou, Hongyi, et al.
Published: (2026)
by: Zhou, Hongyi, et al.
Published: (2026)
Mind Your Tone: Investigating How Prompt Politeness Affects LLM Accuracy (short paper)
by: Dobariya, Om, et al.
Published: (2025)
by: Dobariya, Om, et al.
Published: (2025)
LETS-C: Leveraging Text Embedding for Time Series Classification
by: Kaur, Rachneet, et al.
Published: (2024)
by: Kaur, Rachneet, et al.
Published: (2024)
A Comparative Study of DSPy Teleprompter Algorithms for Aligning Large Language Models Evaluation Metrics to Human Evaluation
by: Sarmah, Bhaskarjit, et al.
Published: (2024)
by: Sarmah, Bhaskarjit, et al.
Published: (2024)
StyleDecipher: Robust and Explainable Detection of LLM-Generated Texts with Stylistic Analysis
by: Li, Siyuan, et al.
Published: (2025)
by: Li, Siyuan, et al.
Published: (2025)
A Causal Lens for Evaluating Faithfulness Metrics
by: Zaman, Kerem, et al.
Published: (2025)
by: Zaman, Kerem, et al.
Published: (2025)
RCT Rejection Sampling for Causal Estimation Evaluation
by: Keith, Katherine A., et al.
Published: (2023)
by: Keith, Katherine A., et al.
Published: (2023)
Evaluating Interventional Reasoning Capabilities of Large Language Models
by: Kasetty, Tejas, et al.
Published: (2024)
by: Kasetty, Tejas, et al.
Published: (2024)
The Leaderboard Illusion
by: Singh, Shivalika, et al.
Published: (2025)
by: Singh, Shivalika, et al.
Published: (2025)
AutoEval Done Right: Using Synthetic Data for Model Evaluation
by: Boyeau, Pierre, et al.
Published: (2024)
by: Boyeau, Pierre, et al.
Published: (2024)
Efficient Exploration for LLMs
by: Dwaracherla, Vikranth, et al.
Published: (2024)
by: Dwaracherla, Vikranth, et al.
Published: (2024)
Adaptive Uncertainty Quantification for Generative AI
by: Kim, Jungeum, et al.
Published: (2024)
by: Kim, Jungeum, et al.
Published: (2024)
Industrial-Grade Smart Troubleshooting through Causal Technical Language Processing: a Proof of Concept
by: Trilla, Alexandre, et al.
Published: (2024)
by: Trilla, Alexandre, et al.
Published: (2024)
Enhancing Causal Reasoning in Large Language Models: A Causal Attribution Model for Precision Fine-Tuning
by: Cai, Hengrui, et al.
Published: (2023)
by: Cai, Hengrui, et al.
Published: (2023)
CLEAR: Can Language Models Really Understand Causal Graphs?
by: Chen, Sirui, et al.
Published: (2024)
by: Chen, Sirui, et al.
Published: (2024)
Variation is the Key: A Variation-Based Framework for LLM-Generated Text Detection
by: Li, Xuecong, et al.
Published: (2026)
by: Li, Xuecong, et al.
Published: (2026)
Detecting Machine-Generated Texts: Not Just "AI vs Humans" and Explainability is Complicated
by: Ji, Jiazhou, et al.
Published: (2024)
by: Ji, Jiazhou, et al.
Published: (2024)
Zero-Shot Detection of LLM-Generated Text via Implicit Reward Model
by: Liu, Runheng, et al.
Published: (2026)
by: Liu, Runheng, et al.
Published: (2026)
DivScore: Zero-Shot Detection of LLM-Generated Text in Specialized Domains
by: Chen, Zhihui, et al.
Published: (2025)
by: Chen, Zhihui, et al.
Published: (2025)
Spotting AI's Touch: Identifying LLM-Paraphrased Spans in Text
by: Li, Yafu, et al.
Published: (2024)
by: Li, Yafu, et al.
Published: (2024)
From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MARKERGEN
by: Yuan, Peiwen, et al.
Published: (2025)
by: Yuan, Peiwen, et al.
Published: (2025)
CoCoP: Enhancing Text Classification with LLM through Code Completion Prompt
by: Mohajeri, Mohammad Mahdi, et al.
Published: (2024)
by: Mohajeri, Mohammad Mahdi, et al.
Published: (2024)
DialogueForge: LLM Simulation of Human-Chatbot Dialogue
by: Zhu, Ruizhe, et al.
Published: (2025)
by: Zhu, Ruizhe, et al.
Published: (2025)
Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and Benchmark
by: Jiang, Feng, et al.
Published: (2023)
by: Jiang, Feng, et al.
Published: (2023)
Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance
by: Devatine, Nicolas, et al.
Published: (2024)
by: Devatine, Nicolas, et al.
Published: (2024)
Similar Items
-
Human-AI Co-design for Clinical Prediction Models
by: Feng, Jean, et al.
Published: (2026) -
Learn-to-Distance: Distance Learning for Detecting LLM-Generated Text
by: Zhou, Hongyi, et al.
Published: (2026) -
AdaDetectGPT: Adaptive Detection of LLM-Generated Text with Statistical Guarantees
by: Zhou, Hongyi, et al.
Published: (2025) -
Text Rationalization for Robust Causal Effect Estimation
by: Zhang, Lijinghua, et al.
Published: (2025) -
Embedding Trust: Semantic Isotropy Predicts Nonfactuality in Long-Form Text Generation
by: Bhardwaj, Dhrupad, et al.
Published: (2025)