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factual knowledge

128 papers

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Co-occurring keywords

large language model (12755) knowledge editing (283) language model (4573) knowledge probing (49) multilingual language model (428) model editing (155) knowledge graph (1795) question answering (2904) pretrained language model (1027) knowledge base (801)

Papers

Efficient Knowledge Editing via Minimal Precomputation ACL 2025
Mamba Knockout for Unraveling Factual Information Flow ACL 2025
How Do Multilingual Language Models Remember Facts? ACL 2025
From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts ACL 2025
Do You Know About My Nation? Investigating Multilingual Language Models’ Cultural Literacy Through Factual Knowledge EMNLP 2025
Tracing Multilingual Factual Knowledge Acquisition in Pretraining EMNLP 2025
Joint Knowledge Editing for Information Enrichment and Probability Promotion AAAI 2025
SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering AAAI 2025
Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers? COLING 2025
Language Models over Large-Scale Knowledge Base: on Capacity, Flexibility and Reasoning for New Facts COLING 2025
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation COLING 2025
Alternate Preference Optimization for Unlearning Factual Knowledge in Large Language Models COLING 2025
LoFTI: Localization and Factuality Transfer to Indian Locales ACL 2025
Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs NAACL 2025
Knowledge Boundary of Large Language Models: A Survey ACL 2025
The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination ACL 2025
Factual Knowledge Assessment of Language Models Using Distractors COLING 2025
Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? EMNLP 2024
Unveiling Factual Recall Behaviors of Large Language Models through Knowledge Neurons EMNLP 2024
Knowledge Verification to Nip Hallucination in the Bud EMNLP 2024
Temporal Knowledge Question Answering via Abstract Reasoning Induction ACL 2024
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs EMNLP 2024
Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons AAAI 2024
Understanding Information Storage and Transfer in Multi-Modal Large Language Models NIPS 2024
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models NIPS 2024