| Layer Importance and Hallucination Analysis in Large Language Models via Enhanced Activation Variance-Sparsity | Nov 15, 2024 | Contrastive LearningHallucination | —Unverified | 0 |
| Maintaining Informative Coherence: Migrating Hallucinations in Large Language Models via Absorbing Markov Chains | Oct 27, 2024 | Text GenerationTruthfulQA | —Unverified | 0 |
| A Debate-Driven Experiment on LLM Hallucinations and Accuracy | Oct 25, 2024 | Fact CheckingHallucination | —Unverified | 0 |
| Evaluating Consistencies in LLM responses through a Semantic Clustering of Question Answering | Oct 20, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Iter-AHMCL: Alleviate Hallucination for Large Language Model via Iterative Model-level Contrastive Learning | Oct 16, 2024 | Contrastive Learninggraph construction | —Unverified | 0 |
| SkillAggregation: Reference-free LLM-Dependent Aggregation | Oct 14, 2024 | ChatbotHallucination | —Unverified | 0 |
| NoVo: Norm Voting off Hallucinations with Attention Heads in Large Language Models | Oct 11, 2024 | Multiple-choiceTruthfulQA | CodeCode Available | 0 |
| Towards Multilingual LLM Evaluation for European Languages | Oct 11, 2024 | ARCGSM8K | —Unverified | 0 |
| Benchmark Inflation: Revealing LLM Performance Gaps Using Retro-Holdouts | Oct 11, 2024 | Holdout SetMisconceptions | —Unverified | 0 |
| A test suite of prompt injection attacks for LLM-based machine translation | Oct 7, 2024 | Machine TranslationTranslation | CodeCode Available | 0 |
