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Hallucination

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Showing 526–550 of 1816 papers

TitleStatusHype
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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