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Knowledge Base Construction
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이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Enabling LLM Knowledge Analysis via Extensive Materialization
Document Parsing Unveiled: Techniques, Challenges, and Prospects for Structured Information Extraction
Large Language Models as a Tool for Mining Object Knowledge
Project SHADOW: Symbolic Higher-order Associative Deductive reasoning On Wikidata using LM probing
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data
CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models
MatSciRE: Leveraging Pointer Networks to Automate Entity and Relation Extraction for Material Science Knowledge-base Construction
Generative AI-driven Semantic Communication Networks: Architecture, Technologies and Applications
Deep Learning-Empowered Semantic Communication Systems with a Shared Knowledge Base
Expanding the Vocabulary of BERT for Knowledge Base Construction
Knowledge Base Aware Semantic Communication in Vehicular Networks
Neuro-Symbolic RDF and Description Logic Reasoners: The State-Of-The-Art and Challenges
xURLLC-Aware Service Provisioning in Vehicular Networks: A Semantic Communication Perspective
ImPaKT: A Dataset for Open-Schema Knowledge Base Construction
MAPS-KB: A Million-scale Probabilistic Simile Knowledge Base
KnowledgeShovel: An AI-in-the-Loop Document Annotation System for Scientific Knowledge Base Construction
Russian Web Tables: A Public Corpus of Web Tables for Russian Language Based on Wikipedia
Label-Efficient Self-Training for Attribute Extraction from Semi-Structured Web Documents
Task-specific Pre-training and Prompt Decomposition for Knowledge Graph Population with Language Models
Prompting as Probing: Using Language Models for Knowledge Base Construction
SPOT: Knowledge-Enhanced Language Representations for Information Extraction
OASYS: Domain-Agnostic Automated System for Constructing Knowledge Base from Unstructured Text
A Survey on Neural Open Information Extraction: Current Status and Future Directions
Predicting Document Coverage for Relation Extraction
Prix-LM: Pretraining for Multilingual Knowledge Base Construction
Powering Effective Climate Communication with a Climate Knowledge Base
Automatic Construction of Enterprise Knowledge Base
Commonsense Knowledge Base Construction in the Age of Big Data
Information to Wisdom: Commonsense Knowledge Extraction and Compilation
Towards a Flexible System Architecture for Automated Knowledge Base Construction Frameworks
Simplified DOM Trees for Transferable Attribute Extraction from the Web
Regularized Attentive Capsule Network for Overlapped Relation Extraction
Complex Relation Extraction: Challenges and Opportunities
Dual Supervision Framework for Relation Extraction with Distant Supervision and Human Annotation
Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer
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