| VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis | Mar 29, 2024 | HallucinationImage Captioning | CodeCode Available | 2 |
| Learning From Correctness Without Prompting Makes LLM Efficient Reasoner | Mar 28, 2024 | Hallucination | CodeCode Available | 1 |
| Are Large Language Models Good at Utility Judgments? | Mar 28, 2024 | Answer GenerationBenchmarking | CodeCode Available | 0 |
| JDocQA: Japanese Document Question Answering Dataset for Generative Language Models | Mar 28, 2024 | HallucinationQuestion Answering | CodeCode Available | 1 |
| FACTOID: FACtual enTailment fOr hallucInation Detection | Mar 28, 2024 | AvgHallucination | —Unverified | 0 |
| Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering | Mar 28, 2024 | HallucinationIn-Context Learning | CodeCode Available | 1 |
| "Sorry, Come Again?" Prompting -- Enhancing Comprehension and Diminishing Hallucination with [PAUSE]-injected Optimal Paraphrasing | Mar 27, 2024 | Hallucination | —Unverified | 0 |
| Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations | Mar 27, 2024 | AttributeDiagnostic | CodeCode Available | 0 |
| A Diffusion-Based Generative Equalizer for Music Restoration | Mar 27, 2024 | Bandwidth ExtensionHallucination | CodeCode Available | 2 |
| Rejection Improves Reliability: Training LLMs to Refuse Unknown Questions Using RL from Knowledge Feedback | Mar 27, 2024 | Hallucination | —Unverified | 0 |
| Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models | Mar 26, 2024 | HallucinationInformation Retrieval | CodeCode Available | 0 |
| Visual Hallucination: Definition, Quantification, and Prescriptive Remediations | Mar 26, 2024 | HallucinationImage Captioning | —Unverified | 0 |
| DGoT: Dynamic Graph of Thoughts for Scientific Abstract Generation | Mar 26, 2024 | Abstract generationHallucination | CodeCode Available | 0 |
| UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction | Mar 25, 2024 | HallucinationText Generation | CodeCode Available | 1 |
| Dyna-LfLH: Learning Agile Navigation in Dynamic Environments from Learned Hallucination | Mar 25, 2024 | HallucinationImitation Learning | —Unverified | 0 |
| Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art | Mar 25, 2024 | Common Sense ReasoningDecision Making | —Unverified | 0 |
| ESREAL: Exploiting Semantic Reconstruction to Mitigate Hallucinations in Vision-Language Models | Mar 24, 2024 | HallucinationSemantic Similarity | —Unverified | 0 |
| Make VLM Recognize Visual Hallucination on Cartoon Character Image with Pose Information | Mar 22, 2024 | 3D ReconstructionHallucination | —Unverified | 0 |
| Sphere Neural-Networks for Rational Reasoning | Mar 22, 2024 | HallucinationLogical Reasoning | —Unverified | 0 |
| Pensieve: Retrospect-then-Compare Mitigates Visual Hallucination | Mar 21, 2024 | HallucinationMME | CodeCode Available | 1 |
| Multi-Modal Hallucination Control by Visual Information Grounding | Mar 20, 2024 | HallucinationVisual Question Answering (VQA) | —Unverified | 0 |
| What if...?: Thinking Counterfactual Keywords Helps to Mitigate Hallucination in Large Multi-modal Models | Mar 20, 2024 | counterfactualHallucination | CodeCode Available | 1 |
| Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models | Mar 19, 2024 | Hallucination | CodeCode Available | 3 |
| SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors | Mar 18, 2024 | HallucinationMotion Planning | —Unverified | 0 |
| Zero-Shot Multi-task Hallucination Detection | Mar 18, 2024 | Computational EfficiencyHallucination | —Unverified | 0 |