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- research/knowledge_graph/README.md - papers/: 10개 논문 요약 (NER, KG 구축, Open IE, Distant Supervision 등) 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
지식 그래프 구축 관련 핵심 논문 (2025-10-13 리서치)
텍스트에서 구조화된 지식을 추출하여 지식 그래프를 구축하는 주제와 관련된 핵심 논문 10개의 요약입니다.
각 논문은 papers 폴더 안에 개별 파일로 저장되어 있습니다.
논문 목록
- Knowledge Vault: A Web-Scale Approach to Probabilistic Knowledge Fusion (2014)
- Distant supervision for relation extraction without labeled data (2009)
- Abstract Meaning Representation for Sembanking (2013)
- Universal Dependencies v1: A Multilingual Treebank Collection (2016)
- Knowledge Graphs (2021)
- Open Information Extraction from the Web (2007)
- Neural Architectures for Named Entity Recognition (2016)
- Entity-Relation Extraction as Multi-turn Question Answering (2019)
- A Survey on Knowledge Graphs: Representation, Acquisition and Applications (2020)
- Unifying Large Language Models and Knowledge Graphs: A Roadmap (2023)