knowledge extraction

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 EMCEE: Improving Multilingual Capability of LLMs via Bridging Knowledge and Reasoning with Extracted Synthetic Multilingual Context ACL 2026 Foundations of LLM Knowledge Materialization: Termination, Reproducibility, Robustness EACL 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 LLMs as Knowledge Graph Refiners: Mitigating Factual Inconsistencies in Generative Knowledge Extraction ACL 2026 LSDTs: LLM-Augmented Semantic Digital Twins for Adaptive Knowledge-Intensive Infrastructure Planning AAAI 2026 ProEthica: A Professional Role Based Ethical Analysis Tool Using LLM-Orchestrated, Ontology Supported Case Based Reasoning AAAI 2026 Query-Efficient Domain Knowledge Stealing Against Large Language Models AAAI 2026 Thesis Proposal: A Multi-Agent System for Ontology-Based Perspective-Aware Knowledge Extraction EACL 2026 Thesis Proposal: A Normalization-First Framework for Sound, Complete, and Utility-Ready Open Information Extraction ACL 2026 AI Knowledge Assist: An Automated Approach for the Creation of Knowledge Bases for Conversational AI Agents EMNLP 2025 A Unified Framework for N-ary Property Information Extraction in Materials Science EMNLP 2025 Beyond Linear Digital Reading: An LLM-Powered Concept Mapping Approach for Reducing Cognitive Load ACL 2025 CAKE: Category Aware Knowledge Extraction for Open-Vocabulary Object Detection AAAI 2025 Can LLMs be Good Graph Judge for Knowledge Graph Construction? EMNLP 2025 Culture Cartography: Mapping the Landscape of Cultural Knowledge EMNLP 2025 Empowering Self-Learning of LLMs: Inner Knowledge Explicitation as a Catalyst AAAI 2025 Enabling LLM Knowledge Analysis via Extensive Materialization ACL 2025 Encoder Fine-tuning with Stochastic Sampling Outperforms Open-weight GPT in Astronomy Knowledge Extraction AACL 2025 Extracting and Understanding the Superficial Knowledge in Alignment NAACL 2025 KE-MHISTO: Towards a Multilingual Historical Knowledge Extraction Benchmark for Addressing the Long-Tail Problem ACL 2025 Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion NAACL 2025 Lost in the Distance: Large Language Models Struggle to Capture Long-Distance Relational Knowledge NAACL 2025