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factual knowledge

128 papers

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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

GPTKB v1.5: A Massive Knowledge Base for Exploring Factual LLM Knowledge AAAI 2026
Foundations of LLM Knowledge Materialization: Termination, Reproducibility, Robustness EACL 2026
Cosine Similarity as Logits?: A Scalable Knowledge Probe Using Embedding Vectors from Generative Language Models EACL 2026
StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models ACL 2025
Multilingual Knowledge Editing with Language-Agnostic Factual Neurons COLING 2025
Factual Knowledge Assessment of Language Models Using Distractors COLING 2025
Measuring the Effect of Disfluency in Multilingual Knowledge Probing Benchmarks EMNLP 2025
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation COLING 2025
Knowledge Boundary of Large Language Models: A Survey ACL 2025
Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models ACL 2025
Joint Knowledge Editing for Information Enrichment and Probability Promotion AAAI 2025
EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge ACL 2025
Mamba Knockout for Unraveling Factual Information Flow ACL 2025
From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts ACL 2025
SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering AAAI 2025
REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing EMNLP 2025
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models ACL 2025
Language Models over Large-Scale Knowledge Base: on Capacity, Flexibility and Reasoning for New Facts COLING 2025
Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs NAACL 2025
The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination ACL 2025
Factual Knowledge in Language Models: Robustness and Anomalies under Simple Temporal Context Variations ACL 2025
Mr. Snuffleupagus at SemEval-2025 Task 4: Unlearning Factual Knowledge from LLMs Using Adaptive RMU ACL 2025
The Knowledge Microscope: Features as Better Analytical Lenses than Neurons ACL 2025
Do You Know About My Nation? Investigating Multilingual Language Models’ Cultural Literacy Through Factual Knowledge EMNLP 2025
Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers? COLING 2025