| MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory | Apr 17, 2024 | HallucinationLanguage Modeling | CodeCode Available | 1 | 5 |
| Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models | Feb 18, 2024 | HallucinationObject | CodeCode Available | 1 | 5 |
| ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark | Jan 9, 2025 | FairnessHallucination | CodeCode Available | 1 | 5 |
| Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic Enhancement | Oct 12, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented Generation | Jun 9, 2024 | Common Sense ReasoningDenoising | CodeCode Available | 1 | 5 |
| LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation | Apr 22, 2024 | HallucinationRAG | CodeCode Available | 1 | 5 |
| Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning | Aug 30, 2024 | Hallucination | CodeCode Available | 1 | 5 |
| Doc2Query--: When Less is More | Jan 9, 2023 | HallucinationRetrieval | CodeCode Available | 1 | 5 |
| CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation | Oct 3, 2024 | Abstractive Text SummarizationHallucination | CodeCode Available | 1 | 5 |
| Grounded Chain-of-Thought for Multimodal Large Language Models | Mar 17, 2025 | HallucinationSpatial Reasoning | CodeCode Available | 1 | 5 |
| LLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples | Oct 2, 2023 | Hallucination | CodeCode Available | 1 | 5 |
| Distinguishing Ignorance from Error in LLM Hallucinations | Oct 29, 2024 | HallucinationQuestion Answering | CodeCode Available | 1 | 5 |
| EDFace-Celeb-1M: Benchmarking Face Hallucination with a Million-scale Dataset | Oct 11, 2021 | BenchmarkingFace Hallucination | CodeCode Available | 1 | 5 |
| LLM-QE: Improving Query Expansion by Aligning Large Language Models with Ranking Preferences | Feb 24, 2025 | HallucinationInformation Retrieval | CodeCode Available | 1 | 5 |
| HallE-Control: Controlling Object Hallucination in Large Multimodal Models | Oct 3, 2023 | AttributeDecoder | CodeCode Available | 1 | 5 |
| HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data | Nov 22, 2023 | Attributecounterfactual | CodeCode Available | 1 | 5 |
| LightLM: A Lightweight Deep and Narrow Language Model for Generative Recommendation | Oct 26, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 | 5 |
| CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL | Nov 2, 2023 | HallucinationRetrieval | CodeCode Available | 1 | 5 |
| DiffFuSR: Super-Resolution of all Sentinel-2 Multispectral Bands using Diffusion Models | Jun 13, 2025 | AllHallucination | CodeCode Available | 1 | 5 |
| Hallucination-Aware Multimodal Benchmark for Gastrointestinal Image Analysis with Large Vision-Language Models | May 11, 2025 | DescriptiveDiagnostic | CodeCode Available | 1 | 5 |
| DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models | Mar 1, 2024 | HallucinationHallucination Evaluation | CodeCode Available | 1 | 5 |
| CuriousLLM: Elevating Multi-Document QA with Reasoning-Infused Knowledge Graph Prompting | Apr 13, 2024 | HallucinationKnowledge Graphs | CodeCode Available | 1 | 5 |
| Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean Discrepancy | Feb 25, 2024 | HallucinationSentence | CodeCode Available | 1 | 5 |
| Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization | May 28, 2024 | Hallucination | CodeCode Available | 1 | 5 |
| Chain of Natural Language Inference for Reducing Large Language Model Ungrounded Hallucinations | Oct 6, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 | 5 |
