| Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language Models | Jan 17, 2025 | Hallucination | —Unverified | 0 |
| Large Language Model with Graph Convolution for Recommendation | Feb 14, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| Improving the Reliability of Large Language Models by Leveraging Uncertainty-Aware In-Context Learning | Oct 7, 2023 | HallucinationIn-Context Learning | —Unverified | 0 |
| Improving the Reliability of LLMs: Combining CoT, RAG, Self-Consistency, and Self-Verification | May 13, 2025 | HallucinationRAG | —Unverified | 0 |
| Aligning Attention Distribution to Information Flow for Hallucination Mitigation in Large Vision-Language Models | May 20, 2025 | HallucinationImage Captioning | —Unverified | 0 |
| GeneAgent: Self-verification Language Agent for Gene Set Knowledge Discovery using Domain Databases | May 25, 2024 | BenchmarkingHallucination | —Unverified | 0 |
| A Comprehensive Analysis for Visual Object Hallucination in Large Vision-Language Models | May 4, 2025 | AttributeHallucination | —Unverified | 0 |
| Incremental Scene Synthesis | Nov 29, 2018 | Autonomous NavigationHallucination | —Unverified | 0 |
| GCFSR: a Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors | Mar 14, 2022 | Face HallucinationHallucination | —Unverified | 0 |
| Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue | Dec 12, 2022 | HallucinationSentence | —Unverified | 0 |
| Ingest-And-Ground: Dispelling Hallucinations from Continually-Pretrained LLMs with RAG | Sep 30, 2024 | HallucinationRAG | —Unverified | 0 |
| Attention-guided Generative Models for Extractive Question Answering | Oct 12, 2021 | DecoderExtractive Question-Answering | —Unverified | 0 |
| Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions | Aug 16, 2024 | DescriptiveHallucination | —Unverified | 0 |
| Confabulation: The Surprising Value of Large Language Model Hallucinations | Jun 6, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| GameVLM: A Decision-making Framework for Robotic Task Planning Based on Visual Language Models and Zero-sum Games | May 22, 2024 | Code GenerationDecision Making | —Unverified | 0 |
| Instance-level Facial Attributes Transfer with Geometry-Aware Flow | Nov 30, 2018 | AttributeHallucination | —Unverified | 0 |
| Semantic Volume: Quantifying and Detecting both External and Internal Uncertainty in LLMs | Feb 28, 2025 | Hallucination | —Unverified | 0 |
| DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models | Nov 27, 2024 | AttributeHallucination | —Unverified | 0 |
| GameGPT: Multi-agent Collaborative Framework for Game Development | Oct 12, 2023 | Code GenerationHallucination | —Unverified | 0 |
| Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs | Mar 26, 2025 | HallucinationHallucination Evaluation | —Unverified | 0 |
| Conditional Hallucinations for Image Compression | Oct 25, 2024 | HallucinationImage Compression | —Unverified | 0 |
| Internal and External Knowledge Interactive Refinement Framework for Knowledge-Intensive Question Answering | Aug 23, 2024 | HallucinationQuestion Answering | —Unverified | 0 |
| InternalInspector I^2: Robust Confidence Estimation in LLMs through Internal States | Jun 17, 2024 | BenchmarkingContrastive Learning | —Unverified | 0 |
| Interpretable Zero-shot Learning with Infinite Class Concepts | May 6, 2025 | HallucinationZero-Shot Learning | —Unverified | 0 |
| Attention-Aware Face Hallucination via Deep Reinforcement Learning | Aug 10, 2017 | Deep Reinforcement LearningFace Hallucination | —Unverified | 0 |
| Large Language Models Struggle to Describe the Haystack without Human Help: Human-in-the-loop Evaluation of LLMs | Feb 20, 2025 | HallucinationTopic Models | —Unverified | 0 |
| LargePiG: Your Large Language Model is Secretly a Pointer Generator | Oct 15, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| Fuse, Reason and Verify: Geometry Problem Solving with Parsed Clauses from Diagram | Jul 10, 2024 | DecoderGeometry Problem Solving | —Unverified | 0 |
| FSM: A Finite State Machine Based Zero-Shot Prompting Paradigm for Multi-Hop Question Answering | Jul 3, 2024 | HallucinationMulti-hop Question Answering | —Unverified | 0 |
| Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs | Jan 23, 2025 | DiagnosticFew-Shot Learning | —Unverified | 0 |
| Comparing Hallucination Detection Metrics for Multilingual Generation | Feb 16, 2024 | HallucinationNatural Language Inference | —Unverified | 0 |
| From Pixels to Tokens: Revisiting Object Hallucinations in Large Vision-Language Models | Oct 9, 2024 | AttributeHallucination | —Unverified | 0 |
| A Topic-level Self-Correctional Approach to Mitigate Hallucinations in MLLMs | Nov 26, 2024 | Hallucination | —Unverified | 0 |
| Investigating the Role of Prompting and External Tools in Hallucination Rates of Large Language Models | Oct 25, 2024 | HallucinationPrompt Engineering | —Unverified | 0 |
| Aligner: Efficient Alignment by Learning to Correct | Feb 4, 2024 | Hallucination | —Unverified | 0 |
| IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing | Oct 22, 2024 | HallucinationRAG | —Unverified | 0 |
| From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs | Apr 15, 2025 | HallucinationQuestion Answering | —Unverified | 0 |
| From "Hallucination" to "Suture": Insights from Language Philosophy to Enhance Large Language Models | Mar 18, 2025 | HallucinationPhilosophy | —Unverified | 0 |
| Comparing Computational Architectures for Automated Journalism | Oct 8, 2022 | Data-to-Text GenerationHallucination | —Unverified | 0 |
| Iter-AHMCL: Alleviate Hallucination for Large Language Model via Iterative Model-level Contrastive Learning | Oct 16, 2024 | Contrastive Learninggraph construction | —Unverified | 0 |
| DiTSE: High-Fidelity Generative Speech Enhancement via Latent Diffusion Transformers | Apr 13, 2025 | HallucinationSpeech Enhancement | —Unverified | 0 |
| From Hallucinations to Facts: Enhancing Language Models with Curated Knowledge Graphs | Dec 24, 2024 | HallucinationKnowledge Graphs | —Unverified | 0 |
| It's About Time: Incorporating Temporality in Retrieval Augmented Language Models | Jan 24, 2024 | Few-Shot LearningHallucination | —Unverified | 0 |
| ``I've Seen Things You People Wouldn't Believe'': Hallucinating Entities in GuessWhat?! | Aug 1, 2021 | HallucinationImage Captioning | —Unverified | 0 |
| SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing Agents | Nov 12, 2024 | General KnowledgeHallucination | —Unverified | 0 |
| Comparative Study of Domain Driven Terms Extraction Using Large Language Models | Apr 2, 2024 | Document SummarizationHallucination | —Unverified | 0 |
| From Descriptive Richness to Bias: Unveiling the Dark Side of Generative Image Caption Enrichment | Jun 20, 2024 | DescriptiveHallucination | —Unverified | 0 |
| Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement | Nov 22, 2018 | DeblurringFace Hallucination | —Unverified | 0 |
| Do Androids Know They're Only Dreaming of Electric Sheep? | Dec 28, 2023 | HallucinationHallucination Evaluation | —Unverified | 0 |
| Combining LLMs and Knowledge Graphs to Reduce Hallucinations in Question Answering | Sep 6, 2024 | HallucinationKnowledge Graphs | —Unverified | 0 |