SOTAVerified

Hallucination

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–250 of 1816 papers

TitleStatusHype
Hydra: An Agentic Reasoning Approach for Enhancing Adversarial Robustness and Mitigating Hallucinations in Vision-Language Models—0
Multi-Stage Retrieval for Operational Technology Cybersecurity Compliance Using Large Language Models: A Railway Casestudy—0
Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal RepresentationsCode1
Generate, but Verify: Reducing Hallucination in Vision-Language Models with Retrospective ResamplingCode2
Why and How LLMs Hallucinate: Connecting the Dots with Subsequence AssociationsCode0
Low-hallucination Synthetic Captions for Large-Scale Vision-Language Model Pre-training—0
Aspect-Based Summarization with Self-Aspect Retrieval Enhanced Generation—0
VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video ModelsCode1
QLLM: Do We Really Need a Mixing Network for Credit Assignment in Multi-Agent Reinforcement Learning?—0
Naming is framing: How cybersecurity's language problems are repeating in AI governance—0
SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared Task on Hallucinations and Related Observable Overgeneration MistakesCode0
Self-alignment of Large Video Language Models with Refined Regularized Preference Optimization—0
Efficient Contrastive Decoding with Probabilistic Hallucination Detection - Mitigating Hallucinations in Large Vision Language Models -—0
Purposefully Induced Psychosis (PIP): Embracing Hallucination as Imagination in Large Language Models—0
From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs—0
Hallucination-Aware Generative Pretrained Transformer for Cooperative Aerial Mobility Control—0
Hallucination Detection in LLMs via Topological Divergence on Attention Graphs—0
The Mirage of Performance Gains: Why Contrastive Decoding Fails to Address Multimodal HallucinationCode1
EmbodiedAgent: A Scalable Hierarchical Approach to Overcome Practical Challenge in Multi-Robot ControlCode1
The Future of MLLM Prompting is Adaptive: A Comprehensive Experimental Evaluation of Prompt Engineering Methods for Robust Multimodal Performance—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
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
MedHal: An Evaluation Dataset for Medical Hallucination Detection—0
Hallucination, reliability, and the role of generative AI in science—0
How to Detect and Defeat Molecular Mirage: A Metric-Driven Benchmark for Hallucination in LLM-based Molecular Comprehension—0
Generative AI in Collaborative Academic Report Writing: Advantages, Disadvantages, and Ethical Considerations—0
Learning Fine-grained Domain Generalization via Hyperbolic State Space HallucinationCode0
Robust Hallucination Detection in LLMs via Adaptive Token Selection—0
OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens—0
Endowing Embodied Agents with Spatial Reasoning Capabilities for Vision-and-Language Navigation—0
Perception in Reflection—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
Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-GenerationCode1
Bridging LMS and Generative AI: Dynamic Course Content Integration (DCCI) for Connecting LLMs to Course Content -- The Ask ME Assistant—0
Practical Poisoning Attacks against Retrieval-Augmented Generation—0
Hallucination Detection on a Budget: Efficient Bayesian Estimation of Semantic Entropy—0
Noise Augmented Fine Tuning for Mitigating Hallucinations in Large Language ModelsCode0
A Memory-Augmented LLM-Driven Method for Autonomous Merging of 3D Printing Work Orders—0
GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments—0
The Illusionist's Prompt: Exposing the Factual Vulnerabilities of Large Language Models with Linguistic Nuances—0
A Unified Virtual Mixture-of-Experts Framework:Enhanced Inference and Hallucination Mitigation in Single-Model System—0
Catch Me if You Search: When Contextual Web Search Results Affect the Detection of HallucinationsCode0
HOIGen-1M: A Large-scale Dataset for Human-Object Interaction Video Generation—0
Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge EnhancementCode2
Show:102550
← PrevPage 5 of 37Next →

No leaderboard results yet.