| Circuit Transformer: A Transformer That Preserves Logical Equivalence | Mar 14, 2024 | Hallucination | CodeCode Available | 1 |
| Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption Rewrites | Dec 4, 2023 | HallucinationHallucination Evaluation | CodeCode Available | 1 |
| Mitigating Hallucinations in Large Vision-Language Models via Summary-Guided Decoding | Oct 17, 2024 | HallucinationObject Hallucination | CodeCode Available | 1 |
| Hallucination Detection in LLMs Using Spectral Features of Attention Maps | Feb 24, 2025 | Hallucination | CodeCode Available | 1 |
| Automated Review Generation Method Based on Large Language Models | Jul 30, 2024 | ArticlesHallucination | CodeCode Available | 1 |
| HallE-Control: Controlling Object Hallucination in Large Multimodal Models | Oct 3, 2023 | AttributeDecoder | CodeCode Available | 1 |
| Citation-Enhanced Generation for LLM-based Chatbots | Feb 25, 2024 | ChatbotCitation Prediction | CodeCode Available | 1 |
| Automated Multi-level Preference for MLLMs | May 18, 2024 | Dataset GenerationHallucination | CodeCode Available | 1 |
| HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data | Nov 22, 2023 | Attributecounterfactual | CodeCode Available | 1 |
| GraphArena: Benchmarking Large Language Models on Graph Computational Problems | Jun 29, 2024 | BenchmarkingHallucination | CodeCode Available | 1 |
| Grounded Chain-of-Thought for Multimodal Large Language Models | Mar 17, 2025 | HallucinationSpatial Reasoning | CodeCode Available | 1 |
| All in an Aggregated Image for In-Image Learning | Feb 28, 2024 | AllHallucination | CodeCode Available | 1 |
| Generating Natural Language Proofs with Verifier-Guided Search | May 25, 2022 | Hallucinationvalid | CodeCode Available | 1 |
| Mitigating Multilingual Hallucination in Large Vision-Language Models | Aug 1, 2024 | Hallucination | CodeCode Available | 1 |
| GeoBenchX: Benchmarking LLMs for Multistep Geospatial Tasks | Mar 23, 2025 | BenchmarkingHallucination | CodeCode Available | 1 |
| Alleviating Hallucinations of Large Language Models through Induced Hallucinations | Dec 25, 2023 | HallucinationHallucination Evaluation | CodeCode Available | 1 |
| FlySearch: Exploring how vision-language models explore | Jun 3, 2025 | HallucinationTask Planning | CodeCode Available | 1 |
| Gemini Goes to Med School: Exploring the Capabilities of Multimodal Large Language Models on Medical Challenge Problems & Hallucinations | Feb 10, 2024 | DiagnosticHallucination | CodeCode Available | 1 |
| FineSurE: Fine-grained Summarization Evaluation using LLMs | Jul 1, 2024 | BenchmarkingHallucination | CodeCode Available | 1 |
| Finetune-RAG: Fine-Tuning Language Models to Resist Hallucination in Retrieval-Augmented Generation | May 16, 2025 | HallucinationRAG | CodeCode Available | 1 |
| PAINT: Paying Attention to INformed Tokens to Mitigate Hallucination in Large Vision-Language Model | Jan 21, 2025 | HallucinationImage Captioning | CodeCode Available | 1 |
| Federated Recommendation via Hybrid Retrieval Augmented Generation | Mar 7, 2024 | HallucinationPrivacy Preserving | CodeCode Available | 1 |
| FaithDial: A Faithful Benchmark for Information-Seeking Dialogue | Apr 22, 2022 | Dialogue GenerationHallucination | CodeCode Available | 1 |
| Fast and Slow Generating: An Empirical Study on Large and Small Language Models Collaborative Decoding | Jun 18, 2024 | Hallucination | CodeCode Available | 1 |
| Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion | Dec 12, 2024 | HallucinationKnowledge Graph Completion | CodeCode Available | 1 |
