| Diving Deep into Modes of Fact Hallucinations in Dialogue Systems | Jan 11, 2023 | Hallucination | CodeCode Available | 0 | 5 |
| Mitigating Hallucination in Fictional Character Role-Play | Jun 25, 2024 | HallucinationWorld Knowledge | CodeCode Available | 0 | 5 |
| Multi-party Goal Tracking with LLMs: Comparing Pre-training, Fine-tuning, and Prompt Engineering | Aug 29, 2023 | HallucinationPrompt Engineering | CodeCode Available | 0 | 5 |
| Addressing Topic Granularity and Hallucination in Large Language Models for Topic Modelling | May 1, 2024 | HallucinationTopic Classification | CodeCode Available | 0 | 5 |
| "Merge Conflicts!" Exploring the Impacts of External Distractors to Parametric Knowledge Graphs | Sep 15, 2023 | HallucinationKnowledge Graphs | CodeCode Available | 0 | 5 |
| Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation | Dec 19, 2022 | DecoderHallucination | CodeCode Available | 0 | 5 |
| MedTSS: transforming abstractive summarization of scientific articles with linguistic analysis and concept reinforcement | Jan 30, 2024 | Abstractive Text SummarizationArticles | CodeCode Available | 0 | 5 |
| MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA | Dec 19, 2023 | Document ClassificationHallucination | CodeCode Available | 0 | 5 |
| MedScore: Factuality Evaluation of Free-Form Medical Answers | May 24, 2025 | FormHallucination | CodeCode Available | 0 | 5 |
| Mitigating Entity-Level Hallucination in Large Language Models | Jul 12, 2024 | HallucinationInformation Retrieval | CodeCode Available | 0 | 5 |
| MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models | Feb 28, 2025 | Decision MakingHallucination | CodeCode Available | 0 | 5 |
| Differentially Private Steering for Large Language Model Alignment | Jan 30, 2025 | HallucinationInference Attack | CodeCode Available | 0 | 5 |
| Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations | Mar 27, 2024 | AttributeDiagnostic | CodeCode Available | 0 | 5 |
| Beyond Ontology in Dialogue State Tracking for Goal-Oriented Chatbot | Oct 30, 2024 | ChatbotDialogue State Tracking | CodeCode Available | 0 | 5 |
| MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback | Oct 17, 2024 | Fact VerificationHallucination | CodeCode Available | 0 | 5 |
| DGoT: Dynamic Graph of Thoughts for Scientific Abstract Generation | Mar 26, 2024 | Abstract generationHallucination | CodeCode Available | 0 | 5 |
| Machine Translation Hallucination Detection for Low and High Resource Languages using Large Language Models | Jul 23, 2024 | HallucinationMachine Translation | CodeCode Available | 0 | 5 |
| MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models | Oct 19, 2023 | HallucinationMathematical Reasoning | CodeCode Available | 0 | 5 |
| Low to High Dimensional Modality Hallucination using Aggregated Fields of View | Jul 13, 2020 | HallucinationVocal Bursts Intensity Prediction | CodeCode Available | 0 | 5 |
| LVLM-Compress-Bench: Benchmarking the Broader Impact of Large Vision-Language Model Compression | Mar 6, 2025 | BenchmarkingCommon Sense Reasoning | CodeCode Available | 0 | 5 |
| MAVEN-Fact: A Large-scale Event Factuality Detection Dataset | Jul 22, 2024 | Hallucination | CodeCode Available | 0 | 5 |
| Detecting Errors through Ensembling Prompts (DEEP): An End-to-End LLM Framework for Detecting Factual Errors | Jun 18, 2024 | HallucinationLanguage Modeling | CodeCode Available | 0 | 5 |
| LongHalQA: Long-Context Hallucination Evaluation for MultiModal Large Language Models | Oct 13, 2024 | HallucinationHallucination Evaluation | CodeCode Available | 0 | 5 |
| Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs | Mar 17, 2024 | HallucinationKnowledge Graphs | CodeCode Available | 0 | 5 |
| MCiteBench: A Multimodal Benchmark for Generating Text with Citations | Mar 4, 2025 | HallucinationText Generation | CodeCode Available | 0 | 5 |
