| Citation-Enhanced Generation for LLM-based Chatbots | Feb 25, 2024 | ChatbotCitation Prediction | CodeCode Available | 1 | 5 |
| Circuit Transformer: A Transformer That Preserves Logical Equivalence | Mar 14, 2024 | Hallucination | 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 |
| EDFace-Celeb-1M: Benchmarking Face Hallucination with a Million-scale Dataset | Oct 11, 2021 | BenchmarkingFace Hallucination | CodeCode Available | 1 | 5 |
| EmbodiedAgent: A Scalable Hierarchical Approach to Overcome Practical Challenge in Multi-Robot Control | Apr 14, 2025 | Hallucination | CodeCode Available | 1 | 5 |
| Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models | Jun 24, 2024 | Common Sense ReasoningHallucination | CodeCode Available | 1 | 5 |
| EFUF: Efficient Fine-grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models | Feb 15, 2024 | HallucinationObject Hallucination | CodeCode Available | 1 | 5 |
| LightLM: A Lightweight Deep and Narrow Language Model for Generative Recommendation | Oct 26, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 | 5 |
| LLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples | Oct 2, 2023 | Hallucination | CodeCode Available | 1 | 5 |
| AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant | Nov 11, 2024 | Decision MakingHallucination | CodeCode Available | 1 | 5 |
| CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools | Jul 28, 2023 | Hallucination | 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 |
| CogniBench: A Legal-inspired Framework and Dataset for Assessing Cognitive Faithfulness of Large Language Models | May 27, 2025 | HallucinationLanguage Modeling | CodeCode Available | 1 | 5 |
| Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus | Nov 22, 2023 | HallucinationRetrieval | CodeCode Available | 1 | 5 |
| LiDAR-based 4D Occupancy Completion and Forecasting | Oct 17, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 | 5 |
| Aladdin: Zero-Shot Hallucination of Stylized 3D Assets from Abstract Scene Descriptions | Jun 9, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 | 5 |
| Entity-level Factual Consistency of Abstractive Text Summarization | Feb 18, 2021 | Abstractive Text SummarizationHallucination | CodeCode Available | 1 | 5 |
| Collaborative Large Language Model for Recommender Systems | Nov 2, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 | 5 |
| Distinguishing Ignorance from Error in LLM Hallucinations | Oct 29, 2024 | HallucinationQuestion Answering | CodeCode Available | 1 | 5 |
| Doc2Query--: When Less is More | Jan 9, 2023 | HallucinationRetrieval | CodeCode Available | 1 | 5 |
| Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method | May 22, 2023 | BenchmarkingHallucination | CodeCode Available | 1 | 5 |
| Evaluating the Quality of Hallucination Benchmarks for Large Vision-Language Models | Jun 24, 2024 | Hallucination | CodeCode Available | 1 | 5 |
| ChartSumm: A Comprehensive Benchmark for Automatic Chart Summarization of Long and Short Summaries | Apr 26, 2023 | Data SummarizationHallucination | CodeCode Available | 1 | 5 |
| ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset | Jan 16, 2025 | HallucinationSentence | CodeCode Available | 1 | 5 |
| Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization | Nov 15, 2023 | Abstractive Text SummarizationHallucination | CodeCode Available | 1 | 5 |
| Exploring the Transferability of Visual Prompting for Multimodal Large Language Models | Apr 17, 2024 | HallucinationMultimodal Reasoning | 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 |
| Extract Free Dense Misalignment from CLIP | Dec 24, 2024 | HallucinationImage Generation | CodeCode Available | 1 | 5 |
| FactAlign: Long-form Factuality Alignment of Large Language Models | Oct 2, 2024 | FormHallucination | CodeCode Available | 1 | 5 |
| Federated Recommendation via Hybrid Retrieval Augmented Generation | Mar 7, 2024 | HallucinationPrivacy Preserving | CodeCode Available | 1 | 5 |
| FAIR GPT: A virtual consultant for research data management in ChatGPT | Sep 20, 2024 | FairnessHallucination | CodeCode Available | 1 | 5 |
| FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMs | Oct 17, 2024 | DiversityHallucination | CodeCode Available | 1 | 5 |
| DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models | Mar 1, 2024 | HallucinationHallucination Evaluation | CodeCode Available | 1 | 5 |
| Learning From Correctness Without Prompting Makes LLM Efficient Reasoner | Mar 28, 2024 | Hallucination | CodeCode Available | 1 | 5 |
| Learning to Automate Follow-up Question Generation using Process Knowledge for Depression Triage on Reddit Posts | May 27, 2022 | HallucinationQuestion Generation | CodeCode Available | 1 | 5 |
| Detecting Hallucinated Content in Conditional Neural Sequence Generation | Nov 5, 2020 | Abstractive Text SummarizationHallucination | CodeCode Available | 1 | 5 |
| Detecting and Preventing Hallucinations in Large Vision Language Models | Aug 11, 2023 | 16kHallucination | CodeCode Available | 1 | 5 |
| Context-Patch Face Hallucination Based on Thresholding Locality-constrained Representation and Reproducing Learning | Sep 3, 2018 | Face HallucinationHallucination | CodeCode Available | 1 | 5 |
| Accuracy and Political Bias of News Source Credibility Ratings by Large Language Models | Apr 1, 2023 | Fact CheckingHallucination | CodeCode Available | 1 | 5 |
| Contrastive Learning Reduces Hallucination in Conversations | Dec 20, 2022 | Contrastive LearningHallucination | 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 |
| Finding and Editing Multi-Modal Neurons in Pre-Trained Transformers | Nov 13, 2023 | Hallucinationknowledge editing | CodeCode Available | 1 | 5 |
| Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback | Apr 22, 2024 | AttributeHallucination | CodeCode Available | 1 | 5 |
| DiffFuSR: Super-Resolution of all Sentinel-2 Multispectral Bands using Diffusion Models | Jun 13, 2025 | AllHallucination | CodeCode Available | 1 | 5 |
| Large Language Models for Multi-Robot Systems: A Survey | Feb 6, 2025 | Action GenerationBenchmarking | CodeCode Available | 1 | 5 |
| Improving Large Language Models in Event Relation Logical Prediction | Oct 13, 2023 | counterfactualEvent Relation Extraction | CodeCode Available | 1 | 5 |
| K-QA: A Real-World Medical Q&A Benchmark | Jan 25, 2024 | HallucinationIn-Context Learning | CodeCode Available | 1 | 5 |
| PAINT: Paying Attention to INformed Tokens to Mitigate Hallucination in Large Vision-Language Model | Jan 21, 2025 | HallucinationImage Captioning | CodeCode Available | 1 | 5 |
| KoLA: Carefully Benchmarking World Knowledge of Large Language Models | Jun 15, 2023 | BenchmarkingHallucination | CodeCode Available | 1 | 5 |
| Label Hallucination for Few-Shot Classification | Dec 6, 2021 | ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
