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Hallucination

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Showing 676–700 of 1816 papers

TitleStatusHype
FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs—0
ECKGBench: Benchmarking Large Language Models in E-commerce Leveraging Knowledge Graph—0
DNR Bench: Benchmarking Over-Reasoning in Reasoning LLMs—0
Towards Lighter and Robust Evaluation for Retrieval Augmented GenerationCode0
MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal Representations—0
MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models—0
R^2: A LLM Based Novel-to-Screenplay Generation Framework with Causal Plot Graphs—0
Poly-FEVER: A Multilingual Fact Verification Benchmark for Hallucination Detection in Large Language Models—0
Enhancing LLM Generation with Knowledge Hypergraph for Evidence-Based Medicine—0
Learning on LLM Output Signatures for gray-box LLM Behavior AnalysisCode0
RAD: Retrieval-Augmented Decision-Making of Meta-Actions with Vision-Language Models in Autonomous Driving—0
From "Hallucination" to "Suture": Insights from Language Philosophy to Enhance Large Language Models—0
HICD: Hallucination-Inducing via Attention Dispersion for Contrastive Decoding to Mitigate Hallucinations in Large Language ModelsCode0
LLMSeR: Enhancing Sequential Recommendation via LLM-based Data Augmentation—0
Applications of Large Language Model Reasoning in Feature Generation—0
Prompt Injection Detection and Mitigation via AI Multi-Agent NLP FrameworksCode0
AIstorian lets AI be a historian: A KG-powered multi-agent system for accurate biography generationCode0
RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration—0
LLM Agents for Education: Advances and Applications—0
Learning to Inference Adaptively for Multimodal Large Language Models—0
Through the Magnifying Glass: Adaptive Perception Magnification for Hallucination-Free VLM DecodingCode0
Conversational Gold: Evaluating Personalized Conversational Search System using Gold NuggetsCode0
NVP-HRI: Zero Shot Natural Voice and Posture-based Human-Robot Interaction via Large Language ModelCode0
Is LLMs Hallucination Usable? LLM-based Negative Reasoning for Fake News Detection—0
OmniPaint: Mastering Object-Oriented Editing via Disentangled Insertion-Removal Inpainting—0
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