factual knowledge

Tracing Multilingual Factual Knowledge Acquisition in Pretraining EMNLP 2025 UAQFact: Evaluating Factual Knowledge Utilization of LLMs on Unanswerable Questions ACL 2025 AKEW: Assessing Knowledge Editing in the Wild EMNLP 2024 Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals ACL 2024 Delving into the Reversal Curse: How Far Can Large Language Models Generalize? NeurIPS 2024 Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? EMNLP 2024 DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models ICLR 2024 DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs EMNLP 2024 Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models EMNLP 2024 FAME: Towards Factual Multi-Task Model Editing EMNLP 2024 Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs EMNLP 2024 Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? NAACL 2024 How Do Large Language Models Acquire Factual Knowledge During Pretraining? NeurIPS 2024 I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token NeurIPS 2024 Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons AAAI 2024 Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning NAACL 2024 Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models ICLR 2024 Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models ACL 2024 Knowledge Verification to Nip Hallucination in the Bud EMNLP 2024 Long-form evaluation of model editing NAACL 2024 Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge ACL 2024 Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations EMNLP 2024 Monotonic Representation of Numeric Attributes in Language Models ACL 2024 Outdated Issue Aware Decoding for Factual Knowledge Editing ACL 2024 SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully EMNLP 2024