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Hallucination

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Showing 451–475 of 1816 papers

TitleStatusHype
Large Language Model-Enhanced Symbolic Reasoning for Knowledge Base Completion—0
Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking—0
VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token SparsificationCode1
Octopus: Alleviating Hallucination via Dynamic Contrastive DecodingCode1
Stop Learning it all to Mitigate Visual Hallucination, Focus on the Hallucination Target.—0
VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models—0
Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local AttentionCode2
POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation—0
RRHF-V: Ranking Responses to Mitigate Hallucinations in Multimodal Large Language Models with Human FeedbackCode0
IllusionBench: A Large-scale and Comprehensive Benchmark for Visual Illusion Understanding in Vision-Language Models—0
A review of faithfulness metrics for hallucination assessment in Large Language Models—0
Distilling Desired Comments for Enhanced Code Review with Large Language Models—0
HALLUCINOGEN: A Benchmark for Evaluating Object Hallucination in Large Visual-Language ModelsCode0
Is Your Text-to-Image Model Robust to Caption Noise?—0
An End-to-End Depth-Based Pipeline for Selfie Image Rectification—0
MedHallBench: A New Benchmark for Assessing Hallucination in Medical Large Language Models—0
From Hallucinations to Facts: Enhancing Language Models with Curated Knowledge Graphs—0
Improving Factuality with Explicit Working Memory—0
Extract Free Dense Misalignment from CLIPCode1
Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-AugmentationCode1
Multimodal Preference Data Synthetic Alignment with Reward ModelCode0
CiteBART: Learning to Generate Citations for Local Citation RecommendationCode0
AlzheimerRAG: Multimodal Retrieval Augmented Generation for PubMed articles—0
Toward Robust Hyper-Detailed Image Captioning: A Multiagent Approach and Dual Evaluation Metrics for Factuality and Coverage—0
Logical Consistency of Large Language Models in Fact-checking—0
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