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

Unveiling Factual Recall Behaviors of Large Language Models through Knowledge Neurons EMNLP 2024

Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? EMNLP 2024

Monotonic Representation of Numeric Attributes in Language Models ACL 2024

Understanding Information Storage and Transfer in Multi-Modal Large Language Models NIPS 2024

Delving into the Reversal Curse: How Far Can Large Language Models Generalize? NIPS 2024

How Do Large Language Models Acquire Factual Knowledge During Pretraining? NIPS 2024

Tracing the Roots of Facts in Multilingual Language Models: Independent, Shared, and Transferred Knowledge EACL 2024

TRELM: Towards Robust and Efficient Pre-training for Knowledge-Enhanced Language Models COLING 2024

UniArk: Improving Generalisation and Consistency for Factual Knowledge Extraction through Debiasing NAACL 2024

Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning NAACL 2024

Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons AAAI 2024

Small Language Model Can Self-Correct AAAI 2024

Steering Llama 2 via Contrastive Activation Addition ACL 2024

The Earth is Flat because...: Investigating LLMs’ Belief towards Misinformation via Persuasive Conversation ACL 2024

Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models ACL 2024

SSS: Editing Factual Knowledge in Language Models towards Semantic Sparse Space ACL 2024

Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge ACL 2024

AKEW: Assessing Knowledge Editing in the Wild EMNLP 2024

FAME: Towards Factual Multi-Task Model Editing EMNLP 2024

Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations EMNLP 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

What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models EMNLP 2024

Outdated Issue Aware Decoding for Factual Knowledge Editing ACL 2024

SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully EMNLP 2024