factual knowledge

From RAG to Memory: Non-Parametric Continual Learning for Large Language Models ICML 2025 How Do Multilingual Language Models Remember Facts? ACL 2025 Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation COLING 2025 Joint Knowledge Editing for Information Enrichment and Probability Promotion AAAI 2025 Knowledge Boundary of Large Language Models: A Survey ACL 2025 Knowledge Localization: Mission Not Accomplished? Enter Query Localization! ICLR 2025 Language Models over Large-Scale Knowledge Base: on Capacity, Flexibility and Reasoning for New Facts COLING 2025 Large Scale Knowledge Washing ICLR 2025 LoFTI: Localization and Factuality Transfer to Indian Locales ACL 2025 Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models ACL 2025 Mamba Knockout for Unraveling Factual Information Flow ACL 2025 Measuring the Effect of Disfluency in Multilingual Knowledge Probing Benchmarks EMNLP 2025 Mitigating Negative Interference in Multilingual Knowledge Editing through Null-Space Constraints ACL 2025 Multilingual Knowledge Editing with Language-Agnostic Factual Neurons COLING 2025 On Linear Representations and Pretraining Data Frequency in Language Models ICLR 2025 On Relation-Specific Neurons in Large Language Models EMNLP 2025 Physics of Language Models: Part 3.2, Knowledge Manipulation ICLR 2025 Physics of Language Models: Part 3.3, Knowledge Capacity Scaling Laws ICLR 2025 REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing EMNLP 2025 Reliable and Diverse Evaluation of LLM Medical Knowledge Mastery ICLR 2025 RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering EMNLP 2025 StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models ACL 2025 SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering AAAI 2025 The Knowledge Microscope: Features as Better Analytical Lenses than Neurons ACL 2025 The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination ACL 2025