| Detection and Mitigation of Hallucination in Large Reasoning Models: A Mechanistic Perspective | May 19, 2025 | Hallucination | —Unverified | 0 | 0 |
| An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering | Mar 30, 2025 | HallucinationMulti-hop Question Answering | —Unverified | 0 | 0 |
| Improving the Reliability of LLMs: Combining CoT, RAG, Self-Consistency, and Self-Verification | May 13, 2025 | HallucinationRAG | —Unverified | 0 | 0 |
| Improving the Reliability of Large Language Models by Leveraging Uncertainty-Aware In-Context Learning | Oct 7, 2023 | HallucinationIn-Context Learning | —Unverified | 0 | 0 |
| Detecting LLM Hallucination Through Layer-wise Information Deficiency: Analysis of Unanswerable Questions and Ambiguous Prompts | Dec 13, 2024 | Hallucination | —Unverified | 0 | 0 |
| Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Models | Nov 4, 2024 | Experimental DesignHallucination | —Unverified | 0 | 0 |
| Detecting LLM Fact-conflicting Hallucinations Enhanced by Temporal-logic-based Reasoning | Feb 19, 2025 | Hallucination | —Unverified | 0 | 0 |
| Improving RNN-Transducers with Acoustic LookAhead | Jul 11, 2023 | HallucinationSpeech-to-Text | —Unverified | 0 | 0 |
| Improving Reliability and Explainability of Medical Question Answering through Atomic Fact Checking in Retrieval-Augmented LLMs | May 30, 2025 | Fact CheckingHallucination | —Unverified | 0 | 0 |
| Detecting Hallucinations in Virtual Histology with Neural Precursors | Nov 22, 2024 | HallucinationVirtual Staining | —Unverified | 0 | 0 |