Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction
cs.LG, math.DS
Submitted: 2026-05-06
Updated: 2026-09-25
Terminology
Sources
- GPT-4 Technical Report
- A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions
- A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity
- Edge subdivisions and the $L^2$-homology of right-angled Coxeter groups
- Why Language Models Hallucinate
- Approximating Nash Equilibria in Normal-Form Games via Stochastic Optimization
- Non-commutative rational Clark measures
- Blizzard: Adding True Persistence to Main Memory Data Structures
- INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection
- Lowest Span Confidence: Zero-Shot Hallucination Detection from a Single LLM Response
- jina-embeddings-v5-text: Task-Targeted Embedding Distillation
- Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking
- F2LLM-v2: Inclusive, Performant, and Efficient Embeddings for a Multilingual World
- The Llama 3 Herd of Models
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