knowledge extraction

130 papers

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Also known as

KE

Co-occurring keywords

large language model (12755) knowledge graph (1795) relation extraction (915) question answering (2904) information extraction (1071) knowledge base (801) language model (4573) named entity recognition (2801) text generation (2903) entity extraction (257)

Papers

Query-Efficient Domain Knowledge Stealing Against Large Language Models AAAI 2026

GPTKB v1.5: A Massive Knowledge Base for Exploring Factual LLM Knowledge AAAI 2026

Knowledge Extraction on Semi-Structured Content: Does It Remain Relevant for Question Answering in the Era of LLMs? EACL 2026

LSDTs: LLM-Augmented Semantic Digital Twins for Adaptive Knowledge-Intensive Infrastructure Planning AAAI 2026

Thesis Proposal: A Multi-Agent System for Ontology-Based Perspective-Aware Knowledge Extraction EACL 2026

ATOM: AdapTive and OptiMized dynamic temporal knowledge graph construction using LLMs EACL 2026

Docora: A System for Interactive Knowledge Extraction and Visualization from Scientific PDFs AAAI 2026

Foundations of LLM Knowledge Materialization: Termination, Reproducibility, Robustness EACL 2026

ProEthica: A Professional Role Based Ethical Analysis Tool Using LLM-Orchestrated, Ontology Supported Case Based Reasoning AAAI 2026

PlugMark: A Plug-in Zero-Watermarking Framework for Diffusion Models ICCV 2025

A Unified Framework for N-ary Property Information Extraction in Materials Science EMNLP 2025

Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion NAACL 2025

RTE-GMoE: A Model-agnostic Approach for Relation Triplet Extraction via Graph-based Mixture-of-Expert Mutual Learning EMNLP 2025

Semantic Networks Extracted from Students’ Think-Aloud Data are Correlated with Students’ Learning Performance EMNLP 2025

Enabling LLM Knowledge Analysis via Extensive Materialization ACL 2025

AI Knowledge Assist: An Automated Approach for the Creation of Knowledge Bases for Conversational AI Agents EMNLP 2025

Beyond Linear Digital Reading: An LLM-Powered Concept Mapping Approach for Reducing Cognitive Load ACL 2025

Empowering Self-Learning of LLMs: Inner Knowledge Explicitation as a Catalyst AAAI 2025

Where is the answer? An empirical study of positional bias for parametric knowledge extraction in language model NAACL 2025

Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching ACL 2025

Extracting and Understanding the Superficial Knowledge in Alignment NAACL 2025

MOD-KG: MultiOrgan Diagnosis Knowledge Graph IJCNLP 2025

Lost in the Distance: Large Language Models Struggle to Capture Long-Distance Relational Knowledge NAACL 2025

Culture Cartography: Mapping the Landscape of Cultural Knowledge EMNLP 2025

Encoder Fine-tuning with Stochastic Sampling Outperforms Open-weight GPT in Astronomy Knowledge Extraction IJCNLP 2025