a042ff3084
- 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>
19 lines
1.4 KiB
Markdown
19 lines
1.4 KiB
Markdown
# 지식 그래프 구축 관련 핵심 논문 (2025-10-13 리서치)
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텍스트에서 구조화된 지식을 추출하여 지식 그래프를 구축하는 주제와 관련된 핵심 논문 10개의 요약입니다.
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각 논문은 `papers` 폴더 안에 개별 파일로 저장되어 있습니다.
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## 논문 목록
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1. [Knowledge Vault: A Web-Scale Approach to Probabilistic Knowledge Fusion (2014)](./papers/2014_dong_knowledge_vault.md)
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2. [Distant supervision for relation extraction without labeled data (2009)](./papers/2009_mintz_distant_supervision.md)
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3. [Abstract Meaning Representation for Sembanking (2013)](./papers/2013_banarescu_amr_for_sembanking.md)
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4. [Universal Dependencies v1: A Multilingual Treebank Collection (2016)](./papers/2016_nivre_universal_dependencies_v1.md)
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5. [Knowledge Graphs (2021)](./papers/2021_hogan_knowledge_graphs_survey.md)
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6. [Open Information Extraction from the Web (2007)](./papers/2007_banko_open_ie_from_web.md)
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7. [Neural Architectures for Named Entity Recognition (2016)](./papers/2016_lample_neural_ner.md)
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8. [Entity-Relation Extraction as Multi-turn Question Answering (2019)](./papers/2019_li_er_as_qa.md)
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9. [A Survey on Knowledge Graphs: Representation, Acquisition and Applications (2020)](./papers/2020_ji_kg_survey.md)
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10. [Unifying Large Language Models and Knowledge Graphs: A Roadmap (2023)](./papers/2023_pan_unifying_llms_and_kgs.md)
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