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Hallucination

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Showing 1576–1600 of 1816 papers

TitleStatusHype
Multi-party Goal Tracking with LLMs: Comparing Pre-training, Fine-tuning, and Prompt EngineeringCode0
Think Before You Act: A Two-Stage Framework for Mitigating Gender Bias Towards Vision-Language TasksCode0
Bridging the Visual Gap: Fine-Tuning Multimodal Models with Knowledge-Adapted CaptionsCode0
DecoPrompt : Decoding Prompts Reduces Hallucinations when Large Language Models Meet False PremisesCode0
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic DataCode0
Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination?Code0
Unified Triplet-Level Hallucination Evaluation for Large Vision-Language ModelsCode0
Navigating Noisy Feedback: Enhancing Reinforcement Learning with Error-Prone Language ModelsCode0
Brain MRI Image Super Resolution using Phase Stretch Transform and Transfer LearningCode0
NCL-UoR at SemEval-2025 Task 3: Detecting Multilingual Hallucination and Related Observable Overgeneration Text Spans with Modified RefChecker and Modified SeflCheckGPTCode0
DDFAV: Remote Sensing Large Vision Language Models Dataset and Evaluation BenchmarkCode0
VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty EstimationCode0
Data-Centric Human Preference Optimization with RationalesCode0
SegSub: Evaluating Robustness to Knowledge Conflicts and Hallucinations in Vision-Language ModelsCode0
Through the Magnifying Glass: Adaptive Perception Magnification for Hallucination-Free VLM DecodingCode0
LLM-based Query Expansion Fails for Unfamiliar and Ambiguous QueriesCode0
AI-Enhanced Cognitive Behavioral Therapy: Deep Learning and Large Language Models for Extracting Cognitive Pathways from Social Media TextsCode0
Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph WalksCode0
Fine-tuning Large Language Models for Improving Factuality in Legal Question AnsweringCode0
NGEP: A Graph-based Event Planning Framework for Story GenerationCode0
Linear Correlation in LM's Compositional Generalization and HallucinationCode0
Noise Augmented Fine Tuning for Mitigating Hallucinations in Large Language ModelsCode0
NoiseBoost: Alleviating Hallucination with Noise Perturbation for Multimodal Large Language ModelsCode0
Self-Consistent Decoding for More Factual Open ResponsesCode0
LightHouse: A Survey of AGI HallucinationCode0
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