parametric knowledge

Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models AAAI 2026 Collaborative Chain-of-Agents for Parametric-Retrieved Knowledge Synergy ACL 2026 Efficient Prior-Guided Reasoning for Robust Retrieval-Augmented Generation under Conflicts ACL 2026 Harnessing the Unseen: The Hidden Influence of Intrinsic Knowledge in Long-Context Language Models AAAI 2026 How Context Shapes Truth: Geometric Transformations of Statement-level Truth Representations in LLMs ACL 2026 How Training Data Shapes the Use of Parametric and In-Context Knowledge in Language Models ACL 2026 Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity Translation ACL 2026 Tracking the Limits of Knowledge Propagation: How LLMs Fail at Multi-Step Reasoning with Conflicting Knowledge EACL 2026 Context Copying Modulation: The Role of Entropy Neurons in Managing Parametric and Contextual Knowledge Conflicts EMNLP 2025 Context-Parametric Inversion: Why Instruction Finetuning May Not Actually Improve Context Reliance ICLR 2025 Do LLMs Adhere to Label Definitions? Examining Their Receptivity to External Label Definitions EMNLP 2025 Estimating Privacy Leakage of Augmented Contextual Knowledge in Language Models ACL 2025 Exploring the Impact of Instruction-Tuning on LLM’s Susceptibility to Misinformation ACL 2025 (Fact) Check Your Bias ACL 2025 FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation ACL 2025 Generating Tables from the Parametric Knowledge of Language Models NAACL 2025 InfAL: Inference Time Adversarial Learning for Improving Research Ideation EMNLP 2025 Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs ACL 2025 Intrinsic Test of Unlearning Using Parametric Knowledge Traces EMNLP 2025 Is Factuality Enhancement a Free Lunch For LLMs? Better Factuality Can Lead to Worse Context-Faithfulness ICLR 2025 Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition ICLR 2025 Large Language Models Reflect Human Citation Patterns with a Heightened Citation Bias NAACL 2025 Precise Localization of Memories: A Fine-grained Neuron-level Knowledge Editing Technique for LLMs ICLR 2025 SMART: Self-Aware Agent for Tool Overuse Mitigation ACL 2025 SudoLM: Learning Access Control of Parametric Knowledge with Authorization Alignment ACL 2025