| Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding | May 22, 2025 | Causal InferenceHallucination | —Unverified | 0 |
| UNCLE: Uncertainty Expressions in Long-Form Generation | May 22, 2025 | 4kForm | —Unverified | 0 |
| AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models | May 22, 2025 | BenchmarkingFairness | CodeCode Available | 3 |
| Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks | May 22, 2025 | HallucinationRAG | CodeCode Available | 0 |
| NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction | May 21, 2025 | BenchmarkingHallucination | —Unverified | 0 |
| Aug2Search: Enhancing Facebook Marketplace Search with LLM-Generated Synthetic Data Augmentation | May 21, 2025 | Data AugmentationDiversity | —Unverified | 0 |
| OViP: Online Vision-Language Preference Learning | May 21, 2025 | Hallucination | —Unverified | 0 |
| KaFT: Knowledge-aware Fine-tuning for Boosting LLMs' Domain-specific Question-Answering Performance | May 21, 2025 | HallucinationQuestion Answering | —Unverified | 0 |
| Hallucinate at the Last in Long Response Generation: A Case Study on Long Document Summarization | May 21, 2025 | Document SummarizationHallucination | —Unverified | 0 |
| Multilingual Prompting for Improving LLM Generation Diversity | May 21, 2025 | DiversityHallucination | —Unverified | 0 |
