| Towards Clinical Encounter Summarization: Learning to Compose Discharge Summaries from Prior Notes | Apr 27, 2021 | HallucinationInformativeness | —Unverified | 0 |
| Towards Detecting LLMs Hallucination via Markov Chain-based Multi-agent Debate Framework | Jun 5, 2024 | Fact CheckingHallucination | —Unverified | 0 |
| Towards Mitigating Hallucination in Large Language Models via Self-Reflection | Oct 10, 2023 | Answer GenerationHallucination | —Unverified | 0 |
| Towards Multi-Source Retrieval-Augmented Generation via Synergizing Reasoning and Preference-Driven Retrieval | Nov 1, 2024 | HallucinationRAG | —Unverified | 0 |
| Towards Omnidirectional Reasoning with 360-R1: A Dataset, Benchmark, and GRPO-based Method | May 20, 2025 | HallucinationObject Localization | —Unverified | 0 |
| Towards reducing hallucination in extracting information from financial reports using Large Language Models | Oct 16, 2023 | HallucinationOptical Character Recognition | —Unverified | 0 |
| Towards Reliable Medical Question Answering: Techniques and Challenges in Mitigating Hallucinations in Language Models | Aug 25, 2024 | Decision MakingHallucination | —Unverified | 0 |
| Towards Robust Evaluation of STEM Education: Leveraging MLLMs in Project-Based Learning | May 16, 2025 | HallucinationInformation Retrieval | —Unverified | 0 |
| Towards Trustable Language Models: Investigating Information Quality of Large Language Models | Jan 23, 2024 | Hallucination | —Unverified | 0 |
| Towards Understanding Text Hallucination of Diffusion Models via Local Generation Bias | Mar 5, 2025 | DenoisingHallucination | —Unverified | 0 |
