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Hallucination

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Showing 501–550 of 1816 papers

TitleStatusHype
Map&Make: Schema Guided Text to Table Generation—0
Preemptive Hallucination Reduction: An Input-Level Approach for Multimodal Language Model—0
Data-efficient Meta-models for Evaluation of Context-based Questions and Answers in LLMs—0
Active Layer-Contrastive Decoding Reduces Hallucination in Large Language Model Generation—0
Reinforcement Learning for Better Verbalized Confidence in Long-Form Generation—0
Are Reasoning Models More Prone to Hallucination?—0
Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual InformationCode0
SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context—0
Evaluation Hallucination in Multi-Round Incomplete Information Lateral-Driven Reasoning Tasks—0
Mitigating Hallucination in Large Vision-Language Models via Adaptive Attention Calibration—0
A Lightweight Multi-Expert Generative Language Model System for Engineering Information and Knowledge Extraction—0
Grounding Language with Vision: A Conditional Mutual Information Calibrated Decoding Strategy for Reducing Hallucinations in LVLMs—0
Uncertainty-Aware Attention Heads: Efficient Unsupervised Uncertainty Quantification for LLMs—0
Retrieval Visual Contrastive Decoding to Mitigate Object Hallucinations in Large Vision-Language ModelsCode0
Attention! You Vision Language Model Could Be Maliciously Manipulated—0
Causal-LLaVA: Causal Disentanglement for Mitigating Hallucination in Multimodal Large Language ModelsCode0
Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical SupervisionCode0
Enhancing Visual Reliance in Text Generation: A Bayesian Perspective on Mitigating Hallucination in Large Vision-Language Models—0
LLLMs: A Data-Driven Survey of Evolving Research on Limitations of Large Language Models—0
GUARDIAN: Safeguarding LLM Multi-Agent Collaborations with Temporal Graph Modeling—0
CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language ModelsCode0
MedScore: Factuality Evaluation of Free-Form Medical AnswersCode0
keepitsimple at SemEval-2025 Task 3: LLM-Uncertainty based Approach for Multilingual Hallucination Span DetectionCode0
More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models—0
Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection—0
Locate-then-Merge: Neuron-Level Parameter Fusion for Mitigating Catastrophic Forgetting in Multimodal LLMs—0
UNCLE: Uncertainty Expressions in Long-Form Generation—0
Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph WalksCode0
LLM-Powered Agents for Navigating Venice's Historical Cadastre—0
Steering LVLMs via Sparse Autoencoder for Hallucination Mitigation—0
Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems—0
Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding—0
Shadows in the Attention: Contextual Perturbation and Representation Drift in the Dynamics of Hallucination in LLMs—0
Hallucinate at the Last in Long Response Generation: A Case Study on Long Document Summarization—0
NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction—0
Multilingual Prompting for Improving LLM Generation Diversity—0
KaFT: Knowledge-aware Fine-tuning for Boosting LLMs' Domain-specific Question-Answering Performance—0
HCRMP: A LLM-Hinted Contextual Reinforcement Learning Framework for Autonomous Driving—0
RePPL: Recalibrating Perplexity by Uncertainty in Semantic Propagation and Language Generation for Explainable QA Hallucination Detection—0
Aug2Search: Enhancing Facebook Marketplace Search with LLM-Generated Synthetic Data Augmentation—0
OViP: Online Vision-Language Preference Learning—0
Visual Instruction Bottleneck Tuning—0
MultiHal: Multilingual Dataset for Knowledge-Graph Grounded Evaluation of LLM HallucinationsCode0
Toward Reliable Biomedical Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language ModelsCode0
Multimodal RAG-driven Anomaly Detection and Classification in Laser Powder Bed Fusion using Large Language Models—0
Legal Rule Induction: Towards Generalizable Principle Discovery from Analogous Judicial Precedents—0
Reinforcing Question Answering Agents with Minimalist Policy Gradient Optimization—0
The Hallucination Tax of Reinforcement Finetuning—0
Foundations of Unknown-aware Machine Learning—0
Plane Geometry Problem Solving with Multi-modal Reasoning: A Survey—0
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