| Investigating Multi-Pivot Ensembling with Massively Multilingual Machine Translation Models | Nov 13, 2023 | HallucinationMachine Translation | CodeCode Available | 0 | 5 |
| Characterizing Multimodal Long-form Summarization: A Case Study on Financial Reports | Apr 9, 2024 | FormHallucination | CodeCode Available | 0 | 5 |
| Characterizing Context Influence and Hallucination in Summarization | Oct 3, 2024 | Hallucination | CodeCode Available | 0 | 5 |
| Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models | Oct 4, 2024 | counterfactualData Augmentation | CodeCode Available | 0 | 5 |
| Integrating Chemistry Knowledge in Large Language Models via Prompt Engineering | Apr 22, 2024 | HallucinationPrompt Engineering | CodeCode Available | 0 | 5 |
| Iterative Teaching by Data Hallucination | Oct 31, 2022 | Hallucination | CodeCode Available | 0 | 5 |
| Incorporating Task-specific Concept Knowledge into Script Learning | Aug 31, 2022 | Contrastive LearningHallucination | CodeCode Available | 0 | 5 |
| Improving Factual Error Correction by Learning to Inject Factual Errors | Dec 12, 2023 | Hallucination | CodeCode Available | 0 | 5 |
| A Claim Decomposition Benchmark for Long-form Answer Verification | Oct 16, 2024 | FormHallucination | CodeCode Available | 0 | 5 |
| Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators | Aug 22, 2024 | HallucinationMixture-of-Experts | CodeCode Available | 0 | 5 |
| Image Denoising with Control over Deep Network Hallucination | Jan 2, 2022 | DenoisingHallucination | CodeCode Available | 0 | 5 |
| CHAIR -- Classifier of Hallucination as Improver | Jan 5, 2025 | HallucinationMMLU | CodeCode Available | 0 | 5 |
| Instruction Makes a Difference | Feb 1, 2024 | HallucinationInstruction Following | CodeCode Available | 0 | 5 |
| Chainpoll: A high efficacy method for LLM hallucination detection | Oct 22, 2023 | HallucinationRetrieval-augmented Generation | CodeCode Available | 0 | 5 |
| Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective for Molecular Property Prediction | Oct 19, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 | 5 |
| Chain-of-Verification Reduces Hallucination in Large Language Models | Sep 20, 2023 | HallucinationText Generation | CodeCode Available | 0 | 5 |
| HypoTermQA: Hypothetical Terms Dataset for Benchmarking Hallucination Tendency of LLMs | Feb 25, 2024 | BenchmarkingChatbot | CodeCode Available | 0 | 5 |
| Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework | Sep 24, 2024 | Benchmarkingcounterfactual | CodeCode Available | 0 | 5 |
| On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in Summarization | Mar 9, 2024 | HallucinationText Summarization | CodeCode Available | 0 | 5 |
| How Helpful is Inverse Reinforcement Learning for Table-to-Text Generation? | Aug 1, 2021 | Domain AdaptationHallucination | CodeCode Available | 0 | 5 |
| How Much Do LLMs Hallucinate across Languages? On Multilingual Estimation of LLM Hallucination in the Wild | Feb 18, 2025 | ArticlesHallucination | CodeCode Available | 0 | 5 |
| Evolutionary thoughts: integration of large language models and evolutionary algorithms | May 9, 2025 | Evolutionary AlgorithmsHallucination | CodeCode Available | 0 | 5 |
| How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities | Nov 15, 2023 | EthicsFairness | CodeCode Available | 0 | 5 |
| Im2Avatar: Colorful 3D Reconstruction from a Single Image | Apr 17, 2018 | 3D ReconstructionHallucination | CodeCode Available | 0 | 5 |
| Ever: Mitigating Hallucination in Large Language Models through Real-Time Verification and Rectification | Nov 15, 2023 | HallucinationRetrieval | CodeCode Available | 0 | 5 |
