| Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models | Mar 26, 2024 | HallucinationInformation Retrieval | CodeCode Available | 0 |
| EmotionHallucer: Evaluating Emotion Hallucinations in Multimodal Large Language Models | May 16, 2025 | Hallucination | CodeCode Available | 0 |
| Hallucinating Optical Flow Features for Video Classification | May 28, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| HalLoc: Token-level Localization of Hallucinations for Vision Language Models | Jun 12, 2025 | HallucinationImage Captioning | CodeCode Available | 0 |
| Detecting Errors through Ensembling Prompts (DEEP): An End-to-End LLM Framework for Detecting Factual Errors | Jun 18, 2024 | HallucinationLanguage Modeling | CodeCode Available | 0 |
| Retrieval-Augmented Language Model for Extreme Multi-Label Knowledge Graph Link Prediction | May 21, 2024 | HallucinationLanguage Modeling | CodeCode Available | 0 |
| GRATR: Zero-Shot Evidence Graph Retrieval-Augmented Trustworthiness Reasoning | Aug 22, 2024 | Decision MakingHallucination | CodeCode Available | 0 |
| GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language Models | Oct 12, 2023 | Answer GenerationHallucination | CodeCode Available | 0 |
| Retrieval Visual Contrastive Decoding to Mitigate Object Hallucinations in Large Vision-Language Models | May 26, 2025 | HallucinationObject Hallucination | CodeCode Available | 0 |
| Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models | Jul 23, 2024 | HallucinationParaphrase Generation | CodeCode Available | 0 |
| CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models | May 25, 2025 | Hallucination | CodeCode Available | 0 |
| GOLFer: Smaller LM-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information Retrieval | Jun 5, 2025 | HallucinationInformation Retrieval | CodeCode Available | 0 |
| Delve into Visual Contrastive Decoding for Hallucination Mitigation of Large Vision-Language Models | Dec 9, 2024 | Hallucination | CodeCode Available | 0 |
| Evaluating LLMs' Assessment of Mixed-Context Hallucination Through the Lens of Summarization | Mar 3, 2025 | HallucinationHallucination Evaluation | CodeCode Available | 0 |
| RHO (ρ): Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding | Dec 3, 2022 | HallucinationRepresentation Learning | CodeCode Available | 0 |
| Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization | May 24, 2024 | Hallucination | CodeCode Available | 0 |