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Hallucination

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Showing 1201–1250 of 1816 papers

TitleStatusHype
RosePO: Aligning LLM-based Recommenders with Human Values—0
SAFE: A Sparse Autoencoder-Based Framework for Robust Query Enrichment and Hallucination Mitigation in LLMs—0
Safety challenges of AI in medicine in the era of large language models—0
SAG: Style-Aligned Article Generation via Model Collaboration—0
Scaling Large Vision-Language Models for Enhanced Multimodal Comprehension In Biomedical Image Analysis—0
Scaling Laws for Discriminative Classification in Large Language Models—0
Score-based Generative Priors Guided Model-driven Network for MRI Reconstruction—0
Second Order State Hallucinations for Adversarial Attack Mitigation in Formation Control of Multi-Agent Systems—0
Securing Reliability: A Brief Overview on Enhancing In-Context Learning for Foundation Models—0
SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors—0
Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs—0
Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding—0
Seeing is Believing? Mitigating OCR Hallucinations in Multimodal Large Language Models—0
Seeing Through the Fog: A Cost-Effectiveness Analysis of Hallucination Detection Systems—0
Seeing What's Not There: Spurious Correlation in Multimodal LLMs—0
Seeing with Partial Certainty: Conformal Prediction for Robotic Scene Recognition in Built Environments—0
See What You Are Told: Visual Attention Sink in Large Multimodal Models—0
Segmentation-guided Domain Adaptation and Data Harmonization of Multi-device Retinal Optical Coherence Tomography using Cycle-Consistent Generative Adversarial Networks—0
Selective Code Generation for Functional Guarantees—0
Self-alignment of Large Video Language Models with Refined Regularized Preference Optimization—0
SelfCheckAgent: Zero-Resource Hallucination Detection in Generative Large Language Models—0
Self-Enhanced Convolutional Network for Facial Video Hallucination—0
Self-Specialization: Uncovering Latent Expertise within Large Language Models—0
Semantic Segmentation for Partially Occluded Apple Trees Based on Deep Learning—0
Is the House Ready For Sleeptime? Generating and Evaluating Situational Queries for Embodied Question Answering—0
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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