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Hallucination

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TitleStatusHype
Salient Information Prompting to Steer Content in Prompt-based Abstractive SummarizationCode0
Low to High Dimensional Modality Hallucination using Aggregated Fields of ViewCode0
Modality Distillation with Multiple Stream Networks for Action RecognitionCode0
Scalable Model Editing via Customized Expert NetworksCode0
LongHalQA: Long-Context Hallucination Evaluation for MultiModal Large Language ModelsCode0
The troublesome kernel -- On hallucinations, no free lunches and the accuracy-stability trade-off in inverse problemsCode0
Careless Whisper: Speech-to-Text Hallucination HarmsCode0
GAPO: Learning Preferential Prompt through Generative Adversarial Policy OptimizationCode0
Science Checker Reloaded: A Bidirectional Paradigm for Transparency and Logical ReasoningCode0
Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge GraphsCode0
Investigating Memorization of Conspiracy Theories in Text GenerationCode0
Multi-FAct: Assessing Factuality of Multilingual LLMs using FActScoreCode0
MultiHal: Multilingual Dataset for Knowledge-Graph Grounded Evaluation of LLM HallucinationsCode0
ScVLM: Enhancing Vision-Language Model for Safety-Critical Event UnderstandingCode0
GAF-Guard: An Agentic Framework for Risk Management and Governance in Large Language ModelsCode0
SECOND: Mitigating Perceptual Hallucination in Vision-Language Models via Selective and Contrastive DecodingCode0
LLMs and Memorization: On Quality and Specificity of Copyright ComplianceCode0
U-NIAH: Unified RAG and LLM Evaluation for Long Context Needle-In-A-HaystackCode0
LLM Internal States Reveal Hallucination Risk Faced With a QueryCode0
LLM Inference Enhanced by External Knowledge: A SurveyCode0
Multimodal Preference Data Synthetic Alignment with Reward ModelCode0
VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward ModelsCode0
Multimodal Survival Modeling in the Age of Foundation ModelsCode0
LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and MitigationCode0
From Single to Multi: How LLMs Hallucinate in Multi-Document SummarizationCode0
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