| SLPL SHROOM at SemEval2024 Task 06: A comprehensive study on models ability to detect hallucination | Apr 7, 2024 | HallucinationMachine Translation | CodeCode Available | 0 |
| Incorporating Task-specific Concept Knowledge into Script Learning | Aug 31, 2022 | Contrastive LearningHallucination | CodeCode Available | 0 |
| Ever: Mitigating Hallucination in Large Language Models through Real-Time Verification and Rectification | Nov 15, 2023 | HallucinationRetrieval | CodeCode Available | 0 |
| SmallPlan: Leverage Small Language Models for Sequential Path Planning with Simulation-Powered, LLM-Guided Distillation | May 1, 2025 | HallucinationNavigate | CodeCode Available | 0 |
| Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators | Aug 22, 2024 | HallucinationMixture-of-Experts | CodeCode Available | 0 |
| PICK: Polished & Informed Candidate Scoring for Knowledge-Grounded Dialogue Systems | Sep 19, 2023 | HallucinationLanguage Modelling | CodeCode Available | 0 |
| Towards Lighter and Robust Evaluation for Retrieval Augmented Generation | Mar 20, 2025 | HallucinationRAG | CodeCode Available | 0 |
| Improving Factual Error Correction by Learning to Inject Factual Errors | Dec 12, 2023 | Hallucination | CodeCode Available | 0 |
| SmurfCat at SemEval-2024 Task 6: Leveraging Synthetic Data for Hallucination Detection | Apr 9, 2024 | Hallucination | CodeCode Available | 0 |
| Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild | Jan 6, 2025 | HallucinationMultimodal Reasoning | CodeCode Available | 0 |
| Why and How LLMs Hallucinate: Connecting the Dots with Subsequence Associations | Apr 17, 2025 | DecoderHallucination | CodeCode Available | 0 |
| Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training | Oct 14, 2022 | HallucinationImage Augmentation | CodeCode Available | 0 |
| Sora Detector: A Unified Hallucination Detection for Large Text-to-Video Models | May 7, 2024 | HallucinationKnowledge Graphs | CodeCode Available | 0 |
| Image Denoising with Control over Deep Network Hallucination | Jan 2, 2022 | DenoisingHallucination | CodeCode Available | 0 |
| Im2Flow: Motion Hallucination from Static Images for Action Recognition | Dec 12, 2017 | Action RecognitionActivity Recognition | CodeCode Available | 0 |
| PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics | Apr 6, 2024 | BenchmarkingHallucination | CodeCode Available | 0 |
| Utilize the Flow before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning | Oct 9, 2024 | HallucinationMultiple-choice | CodeCode Available | 0 |
| Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical Supervision | May 26, 2025 | HallucinationMath | CodeCode Available | 0 |
| A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection | Dec 16, 2024 | HallucinationIn-Context Learning | CodeCode Available | 0 |
| Spurious reconstruction from brain activity | May 16, 2024 | Brain DecodingHallucination | CodeCode Available | 0 |
| Im2Avatar: Colorful 3D Reconstruction from a Single Image | Apr 17, 2018 | 3D ReconstructionHallucination | CodeCode Available | 0 |
| Post-hoc Utterance Refining Method by Entity Mining for Faithful Knowledge Grounded Conversations | Jun 16, 2024 | HallucinationMisinformation | CodeCode Available | 0 |
| ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models | Mar 8, 2024 | AttributeHallucination | CodeCode Available | 0 |
| Behind the Magic, MERLIM: Multi-modal Evaluation Benchmark for Large Image-Language Models | Dec 3, 2023 | HallucinationVisual Grounding | CodeCode Available | 0 |
| StackRAG Agent: Improving Developer Answers with Retrieval-Augmented Generation | Jun 19, 2024 | HallucinationRetrieval | CodeCode Available | 0 |
