| SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning | Aug 10, 2024 | HallucinationOptical Character Recognition | CodeCode Available | 11 |
| Improving Whisper's Recognition Performance for Under-Represented Language Kazakh Leveraging Unpaired Speech and Text | Aug 10, 2024 | Automatic Speech RecognitionHallucination | —Unverified | 0 |
| FiSTECH: Financial Style Transfer to Enhance Creativity without Hallucinations in LLMs | Aug 9, 2024 | ChatbotHallucination | —Unverified | 0 |
| Order Matters in Hallucination: Reasoning Order as Benchmark and Reflexive Prompting for Large-Language-Models | Aug 9, 2024 | Hallucination | CodeCode Available | 0 |
| Handwritten Code Recognition for Pen-and-Paper CS Education | Aug 7, 2024 | HallucinationLanguage Modeling | CodeCode Available | 0 |
| KnowPO: Knowledge-aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models | Aug 6, 2024 | HallucinationRAG | —Unverified | 0 |
| Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models | Aug 4, 2024 | Hallucination | CodeCode Available | 2 |
| MAO: A Framework for Process Model Generation with Multi-Agent Orchestration | Aug 4, 2024 | Hallucinationsoftware testing | —Unverified | 0 |
| Improving Zero-Shot ObjectNav with Generative Communication | Aug 3, 2024 | HallucinationNavigate | —Unverified | 0 |
| MiniCPM-V: A GPT-4V Level MLLM on Your Phone | Aug 3, 2024 | HallucinationMultiple-choice | CodeCode Available | 12 |
| Misinforming LLMs: vulnerabilities, challenges and opportunities | Aug 2, 2024 | HallucinationMisinformation | —Unverified | 0 |
| Piculet: Specialized Models-Guided Hallucination Decrease for MultiModal Large Language Models | Aug 2, 2024 | Hallucination | —Unverified | 0 |
| Hallu-PI: Evaluating Hallucination in Multi-modal Large Language Models within Perturbed Inputs | Aug 2, 2024 | AttributeHallucination | CodeCode Available | 1 |
| RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework | Aug 2, 2024 | BenchmarkingDataset Generation | CodeCode Available | 3 |
| Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation | Aug 1, 2024 | HallucinationImage Comprehension | —Unverified | 0 |
| Mitigating Multilingual Hallucination in Large Vision-Language Models | Aug 1, 2024 | Hallucination | CodeCode Available | 1 |
| DeliLaw: A Chinese Legal Counselling System Based on a Large Language Model | Aug 1, 2024 | ArticlesHallucination | CodeCode Available | 2 |
| Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs | Jul 31, 2024 | HallucinationImage Comprehension | CodeCode Available | 1 |
| Cost-Effective Hallucination Detection for LLMs | Jul 31, 2024 | Decision MakingFact Checking | —Unverified | 0 |
| Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question Answering | Jul 31, 2024 | DiagnosticHallucination | —Unverified | 0 |
| Interpreting and Mitigating Hallucination in MLLMs through Multi-agent Debate | Jul 30, 2024 | Hallucination | —Unverified | 0 |
| Automated Review Generation Method Based on Large Language Models | Jul 30, 2024 | ArticlesHallucination | CodeCode Available | 1 |
| WildHallucinations: Evaluating Long-form Factuality in LLMs with Real-World Entity Queries | Jul 24, 2024 | ChatbotForm | —Unverified | 0 |
| VILA^2: VILA Augmented VILA | Jul 24, 2024 | HallucinationOptical Character Recognition (OCR) | —Unverified | 0 |
| Enhancing LLM's Cognition via Structurization | Jul 23, 2024 | HallucinationHallucination Evaluation | CodeCode Available | 1 |