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Hallucination

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Showing 476–500 of 1816 papers

TitleStatusHype
MEMOIR: Lifelong Model Editing with Minimal Overwrite and Informed Retention for LLMs—0
Conservative Bias in Large Language Models: Measuring Relation Predictions—0
Uncertainty-o: One Model-agnostic Framework for Unveiling Uncertainty in Large Multimodal Models—0
ARGUS: Hallucination and Omission Evaluation in Video-LLMs—0
Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding—0
Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning—0
QuantMCP: Grounding Large Language Models in Verifiable Financial Reality—0
When Thinking LLMs Lie: Unveiling the Strategic Deception in Representations of Reasoning Models—0
CLATTER: Comprehensive Entailment Reasoning for Hallucination Detection—0
GOLFer: Smaller LM-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information RetrievalCode0
Magic Mushroom: A Customizable Benchmark for Fine-grained Analysis of Retrieval Noise Erosion in RAG Systems—0
On the Fundamental Impossibility of Hallucination Control in Large Language Models—0
CHIME: Conditional Hallucination and Integrated Multi-scale Enhancement for Time Series Diffusion Model—0
Machine Mirages: Defining the Undefined—0
Mitigating Manipulation and Enhancing Persuasion: A Reflective Multi-Agent Approach for Legal Argument Generation—0
Tomographic Foundation Model -- FORCE: Flow-Oriented Reconstruction Conditioning Engine—0
TRUST -- Transformer-Driven U-Net for Sparse Target Recovery—0
Measuring Faithfulness and Abstention: An Automated Pipeline for Evaluating LLM-Generated 3-ply Case-Based Legal Arguments—0
Generative AI and Organizational Structure in the Knowledge Economy—0
Improving Reliability and Explainability of Medical Question Answering through Atomic Fact Checking in Retrieval-Augmented LLMs—0
BIMA: Bijective Maximum Likelihood Learning Approach to Hallucination Prediction and Mitigation in Large Vision-Language Models—0
MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM—0
An AI-powered Knowledge Hub for Potato Functional Genomics—0
LLM Inference Enhanced by External Knowledge: A SurveyCode0
Reinforcement Learning for Better Verbalized Confidence in Long-Form Generation—0
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