# 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)](./papers/2014_dong_knowledge_vault.md)
2.  [Distant supervision for relation extraction without labeled data (2009)](./papers/2009_mintz_distant_supervision.md)
3.  [Abstract Meaning Representation for Sembanking (2013)](./papers/2013_banarescu_amr_for_sembanking.md)
4.  [Universal Dependencies v1: A Multilingual Treebank Collection (2016)](./papers/2016_nivre_universal_dependencies_v1.md)
5.  [Knowledge Graphs (2021)](./papers/2021_hogan_knowledge_graphs_survey.md)
6.  [Open Information Extraction from the Web (2007)](./papers/2007_banko_open_ie_from_web.md)
7.  [Neural Architectures for Named Entity Recognition (2016)](./papers/2016_lample_neural_ner.md)
8.  [Entity-Relation Extraction as Multi-turn Question Answering (2019)](./papers/2019_li_er_as_qa.md)
9.  [A Survey on Knowledge Graphs: Representation, Acquisition and Applications (2020)](./papers/2020_ji_kg_survey.md)
10. [Unifying Large Language Models and Knowledge Graphs: A Roadmap (2023)](./papers/2023_pan_unifying_llms_and_kgs.md)