| 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 |