| Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning | Feb 11, 2025 | HallucinationIn-Context Learning | CodeCode Available | 0 |
| Hallucination, Monofacts, and Miscalibration: An Empirical Investigation | Feb 11, 2025 | DecoderHallucination | CodeCode Available | 0 |
| Refine Knowledge of Large Language Models via Adaptive Contrastive Learning | Feb 11, 2025 | Contrastive LearningHallucination | —Unverified | 0 |
| Hallucination Detection: A Probabilistic Framework Using Embeddings Distance Analysis | Feb 10, 2025 | Hallucination | —Unverified | 0 |
| Knowledge Graph-Guided Retrieval Augmented Generation | Feb 8, 2025 | DiversityHallucination | CodeCode Available | 2 |
| Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models | Feb 8, 2025 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| Self-Rationalization in the Wild: A Large Scale Out-of-Distribution Evaluation on NLI-related tasks | Feb 7, 2025 | Abstractive Text SummarizationExplanation Generation | CodeCode Available | 0 |
| VideoRoPE: What Makes for Good Video Rotary Position Embedding? | Feb 7, 2025 | HallucinationPosition | CodeCode Available | 3 |
| ChallengeMe: An Adversarial Learning-enabled Text Summarization Framework | Feb 7, 2025 | HallucinationSpecificity | —Unverified | 0 |
| Linear Correlation in LM's Compositional Generalization and Hallucination | Feb 6, 2025 | Hallucination | CodeCode Available | 0 |
