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Hallucination

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Showing 1226–1250 of 1816 papers

TitleStatusHype
Sequence-Level Certainty Reduces Hallucination In Knowledge-Grounded Dialogue Generation—0
SEReDeEP: Hallucination Detection in Retrieval-Augmented Models via Semantic Entropy and Context-Parameter Fusion—0
SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Models—0
SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation—0
SFR-RAG: Towards Contextually Faithful LLMs—0
SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine—0
Shadows in the Attention: Contextual Perturbation and Representation Drift in the Dynamics of Hallucination in LLMs—0
Shared Imagination: LLMs Hallucinate Alike—0
ShED-HD: A Shannon Entropy Distribution Framework for Lightweight Hallucination Detection on Edge Devices—0
Silkie: Preference Distillation for Large Visual Language Models—0
Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts—0
Simple is Better and Large is Not Enough: Towards Ensembling of Foundational Language Models—0
Simple Token-Level Confidence Improves Caption Correctness—0
SINC: Self-Supervised In-Context Learning for Vision-Language Tasks—0
SINdex: Semantic INconsistency Index for Hallucination Detection in LLMs—0
Single-sample image-fusion upsampling of fluorescence lifetime images—0
SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context—0
SkillAggregation: Reference-free LLM-Dependent Aggregation—0
SkinGEN: an Explainable Dermatology Diagnosis-to-Generation Framework with Interactive Vision-Language Models—0
Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network—0
Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation—0
Sora as an AGI World Model? A Complete Survey on Text-to-Video Generation—0
"Sorry, Come Again?" Prompting -- Enhancing Comprehension and Diminishing Hallucination with [PAUSE]-injected Optimal Paraphrasing—0
Sphere Neural-Networks for Rational Reasoning—0
Stacking With Auxiliary Features for Entity Linking in the Medical Domain—0
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