| Comparative Study of Domain Driven Terms Extraction Using Large Language Models | Apr 2, 2024 | Document SummarizationHallucination | —Unverified | 0 |
| Exploring and Evaluating Hallucinations in LLM-Powered Code Generation | Apr 1, 2024 | Code GenerationHallucination | —Unverified | 0 |
| AILS-NTUA at SemEval-2024 Task 6: Efficient model tuning for hallucination detection and analysis | Apr 1, 2024 | Binary ClassificationHallucination | CodeCode Available | 0 |
| On Large Language Models' Hallucination with Regard to Known Facts | Mar 29, 2024 | HallucinationTriplet | CodeCode Available | 0 |
| Enhancing the General Agent Capabilities of Low-Parameter LLMs through Tuning and Multi-Branch Reasoning | Mar 29, 2024 | HallucinationTask Planning | CodeCode Available | 0 |
| Are Large Language Models Good at Utility Judgments? | Mar 28, 2024 | Answer GenerationBenchmarking | CodeCode Available | 0 |
| FACTOID: FACtual enTailment fOr hallucInation Detection | Mar 28, 2024 | AvgHallucination | —Unverified | 0 |
| Rejection Improves Reliability: Training LLMs to Refuse Unknown Questions Using RL from Knowledge Feedback | Mar 27, 2024 | Hallucination | —Unverified | 0 |
| Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations | Mar 27, 2024 | AttributeDiagnostic | CodeCode Available | 0 |
| "Sorry, Come Again?" Prompting -- Enhancing Comprehension and Diminishing Hallucination with [PAUSE]-injected Optimal Paraphrasing | Mar 27, 2024 | Hallucination | —Unverified | 0 |
| Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models | Mar 26, 2024 | HallucinationInformation Retrieval | CodeCode Available | 0 |
| DGoT: Dynamic Graph of Thoughts for Scientific Abstract Generation | Mar 26, 2024 | Abstract generationHallucination | CodeCode Available | 0 |
| Visual Hallucination: Definition, Quantification, and Prescriptive Remediations | Mar 26, 2024 | HallucinationImage Captioning | —Unverified | 0 |
| Dyna-LfLH: Learning Agile Navigation in Dynamic Environments from Learned Hallucination | Mar 25, 2024 | HallucinationImitation Learning | —Unverified | 0 |
| Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art | Mar 25, 2024 | Common Sense ReasoningDecision Making | —Unverified | 0 |
| ESREAL: Exploiting Semantic Reconstruction to Mitigate Hallucinations in Vision-Language Models | Mar 24, 2024 | HallucinationSemantic Similarity | —Unverified | 0 |
| Make VLM Recognize Visual Hallucination on Cartoon Character Image with Pose Information | Mar 22, 2024 | 3D ReconstructionHallucination | —Unverified | 0 |
| Sphere Neural-Networks for Rational Reasoning | Mar 22, 2024 | HallucinationLogical Reasoning | —Unverified | 0 |
| Multi-Modal Hallucination Control by Visual Information Grounding | Mar 20, 2024 | HallucinationVisual Question Answering (VQA) | —Unverified | 0 |
| DEE: Dual-stage Explainable Evaluation Method for Text Generation | Mar 18, 2024 | DiagnosticHallucination | —Unverified | 0 |
| Zero-Shot Multi-task Hallucination Detection | Mar 18, 2024 | Computational EfficiencyHallucination | —Unverified | 0 |
| SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors | Mar 18, 2024 | HallucinationMotion Planning | —Unverified | 0 |
| Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs | Mar 17, 2024 | HallucinationKnowledge Graphs | CodeCode Available | 0 |
| Mitigating Dialogue Hallucination for Large Vision Language Models via Adversarial Instruction Tuning | Mar 15, 2024 | HallucinationInstruction Following | —Unverified | 0 |
| Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection | Mar 15, 2024 | HallucinationLanguage Modelling | —Unverified | 0 |