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Hallucination

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Showing 601–650 of 1816 papers

TitleStatusHype
MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness—0
Localizing Before Answering: A Hallucination Evaluation Benchmark for Grounded Medical Multimodal LLMs—0
Can LLMs Detect Intrinsic Hallucinations in Paraphrasing and Machine Translation?—0
Hallucination by Code Generation LLMs: Taxonomy, Benchmarks, Mitigation, and Challenges—0
An Automated Reinforcement Learning Reward Design Framework with Large Language Model for Cooperative Platoon Coordination—0
Explanatory Summarization with Discourse-Driven Planning—0
Validating Network Protocol Parsers with Traceable RFC Document Interpretation—0
Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction—0
Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach—0
The Dance of Atoms-De Novo Protein Design with Diffusion Model—0
(Im)possibility of Automated Hallucination Detection in Large Language Models—0
Insights from Verification: Training a Verilog Generation LLM with Reinforcement Learning with Testbench Feedback—0
Grounded in Context: Retrieval-Based Method for Hallucination Detection—0
POLYRAG: Integrating Polyviews into Retrieval-Augmented Generation for Medical Applications—0
aiXamine: Simplified LLM Safety and Security—0
ResNetVLLM-2: Addressing ResNetVLLM's Multi-Modal Hallucinations—0
Hydra: An Agentic Reasoning Approach for Enhancing Adversarial Robustness and Mitigating Hallucinations in Vision-Language Models—0
Density Measures for Language Generation—0
Multi-Stage Retrieval for Operational Technology Cybersecurity Compliance Using Large Language Models: A Railway Casestudy—0
Why and How LLMs Hallucinate: Connecting the Dots with Subsequence AssociationsCode0
Aspect-Based Summarization with Self-Aspect Retrieval Enhanced Generation—0
QLLM: Do We Really Need a Mixing Network for Credit Assignment in Multi-Agent Reinforcement Learning?—0
Low-hallucination Synthetic Captions for Large-Scale Vision-Language Model Pre-training—0
SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared Task on Hallucinations and Related Observable Overgeneration MistakesCode0
Efficient Contrastive Decoding with Probabilistic Hallucination Detection - Mitigating Hallucinations in Large Vision Language Models -—0
Naming is framing: How cybersecurity's language problems are repeating in AI governance—0
Self-alignment of Large Video Language Models with Refined Regularized Preference Optimization—0
Purposefully Induced Psychosis (PIP): Embracing Hallucination as Imagination in Large Language Models—0
Hallucination-Aware Generative Pretrained Transformer for Cooperative Aerial Mobility Control—0
From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs—0
The Future of MLLM Prompting is Adaptive: A Comprehensive Experimental Evaluation of Prompt Engineering Methods for Robust Multimodal Performance—0
Hallucination Detection in LLMs via Topological Divergence on Attention Graphs—0
Enhancing Mathematical Reasoning in Large Language Models with Self-Consistency-Based Hallucination Detection—0
DiTSE: High-Fidelity Generative Speech Enhancement via Latent Diffusion Transformers—0
HalluShift: Measuring Distribution Shifts towards Hallucination Detection in LLMsCode0
SynthTRIPs: A Knowledge-Grounded Framework for Benchmark Query Generation for Personalized Tourism Recommenders—0
MedHal: An Evaluation Dataset for Medical Hallucination Detection—0
The Other Side of the Coin: Exploring Fairness in Retrieval-Augmented GenerationCode0
Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction—0
Hallucination, reliability, and the role of generative AI in science—0
Learning Fine-grained Domain Generalization via Hyperbolic State Space HallucinationCode0
Generative AI in Collaborative Academic Report Writing: Advantages, Disadvantages, and Ethical Considerations—0
Robust Hallucination Detection in LLMs via Adaptive Token Selection—0
How to Detect and Defeat Molecular Mirage: A Metric-Driven Benchmark for Hallucination in LLM-based Molecular Comprehension—0
Endowing Embodied Agents with Spatial Reasoning Capabilities for Vision-and-Language Navigation—0
Perception in Reflection—0
OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens—0
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey—0
Capturing AI's Attention: Physics of Repetition, Hallucination, Bias and Beyond—0
TARAC: Mitigating Hallucination in LVLMs via Temporal Attention Real-time Accumulative Connection—0
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