ivada-infra/DOCS
3
0
Fork 0
Code Issues 1 Pull Requests 5 Actions Packages Projects Releases Wiki Activity
DOCS/research/knowledge_graph/README.md
happybell80 a042ff3084 docs: 지식 그래프 연구 자료 추가 
- 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>
2025-10-14 00:05:07 +09:00

1.4 KiB
Raw Blame History

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

  1. Knowledge Vault: A Web-Scale Approach to Probabilistic Knowledge Fusion (2014)
  2. Distant supervision for relation extraction without labeled data (2009)
  3. Abstract Meaning Representation for Sembanking (2013)
  4. Universal Dependencies v1: A Multilingual Treebank Collection (2016)
  5. Knowledge Graphs (2021)
  6. Open Information Extraction from the Web (2007)
  7. Neural Architectures for Named Entity Recognition (2016)
  8. Entity-Relation Extraction as Multi-turn Question Answering (2019)
  9. A Survey on Knowledge Graphs: Representation, Acquisition and Applications (2020)
  10. Unifying Large Language Models and Knowledge Graphs: A Roadmap (2023)