| Good Parenting is all you need -- Multi-agentic LLM Hallucination Mitigation | Oct 18, 2024 | AllHallucination | —Unverified | 0 |
| Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning | Oct 18, 2024 | HallucinationKnowledge Base Question Answering | CodeCode Available | 1 |
| ELOQ: Resources for Enhancing LLM Detection of Out-of-Scope Questions | Oct 18, 2024 | HallucinationNatural Questions | CodeCode Available | 0 |
| ETF: An Entity Tracing Framework for Hallucination Detection in Code Summaries | Oct 17, 2024 | Code SummarizationHallucination | —Unverified | 0 |
| From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization | Oct 17, 2024 | Document SummarizationHallucination | CodeCode Available | 0 |
| Utilizing Large Language Models in an iterative paradigm with domain feedback for zero-shot molecule optimization | Oct 17, 2024 | Drug DiscoveryHallucination | —Unverified | 0 |
| Mitigating Hallucinations in Large Vision-Language Models via Summary-Guided Decoding | Oct 17, 2024 | HallucinationObject Hallucination | CodeCode Available | 1 |
| MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback | Oct 17, 2024 | Fact VerificationHallucination | CodeCode Available | 0 |
| FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMs | Oct 17, 2024 | DiversityHallucination | CodeCode Available | 1 |
| Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models | Oct 16, 2024 | HallucinationKnowledge Graphs | CodeCode Available | 3 |
