Papers with Code 아카이브
Knowledge Graphs
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
- 하위 태스크
- 4
- 평가표
- 4
- 보존된 평가 기록
- 19
A knowledge graph is a structured representation of information that organizes data into nodes (entities) and edges (relationships) to show how different pieces of knowledge are interconnected. It enables enhanced data integration, search, and inference by modeling the relationships between concepts and entities in a graph format.
코드
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
https://github.com/YZ-Cai/SimGRAG
공식 코드SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation
https://github.com/YaserJaradeh/LinkingODPublishers
공식 코드Challenges of Linking Organizational Information in Open Government Data to Knowledge Graphs
https://github.com/YilunZhou/path-naturalness-prediction
공식 코드Predicting ConceptNet Path Quality Using Crowdsourced Assessments of Naturalness
https://github.com/YunqiuXu/SHA-KG
공식 코드Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games
https://github.com/Yusics/bist-parser
공식 코드https://github.com/YuxingLu613/KARMA
공식 코드KARMA: Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment
https://github.com/ZihaoWang/Few-shot-KGC
공식 코드Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion
https://github.com/ZihengZZH/industry-eval-EA
공식 코드https://github.com/a-brassard/copa-sse
공식 코드COPA-SSE: Semi-structured Explanations for Commonsense Reasoning
https://github.com/ab-10/Hawk
공식 코드https://github.com/acharkq/training-free-graph-matching
공식 코드https://github.com/acolas1/EventNarrative
공식 코드EventNarrative: A large-scale Event-centric Dataset for Knowledge Graph-to-Text Generation
https://github.com/acolas1/kgsimple
공식 코드https://github.com/adaruna3/continual-kge
공식 코드https://github.com/aggregate-intellect/xir
공식 코드Towards Improving the Explainability of Text-based Information Retrieval with Knowledge Graphs
https://github.com/agnesion/zero-shot-nlg-from-kgs-data
공식 코드Using Large Language Models for Zero-Shot Natural Language Generation from Knowledge Graphs
https://github.com/aika-wsd/KGPA
공식 코드KGPA: Robustness Evaluation for Large Language Models via Cross-Domain Knowledge Graphs
https://github.com/aistairc/RDF-star2Vec
공식 코드https://github.com/aistairc/VDAct
공식 코드A Video-grounded Dialogue Dataset and Metric for Event-driven Activities
https://github.com/aistairc/kgrc-rdf-star
공식 코드https://github.com/aistairc/vhakg-tools
공식 코드VHAKG: A Multi-modal Knowledge Graph Based on Synchronized Multi-view Videos of Daily Activities
https://github.com/aistairc/virtualhome2kg
공식 코드Synthesizing Event-centric Knowledge Graphs of Daily Activities Using Virtual Space
https://github.com/aistairc/virtualhome_aist
공식 코드VHAKG: A Multi-modal Knowledge Graph Based on Synchronized Multi-view Videos of Daily Activities
https://github.com/ajesujoba/UNIQORN
공식 코드UNIQORN: Unified Question Answering over RDF Knowledge Graphs and Natural Language Text
https://github.com/akalino/semantic-structural-sentences
공식 코드A Comparative Study on Structural and Semantic Properties of Sentence Embeddings
https://github.com/akirato/llm-kg-reasoning
공식 코드Complex Logical Reasoning over Knowledge Graphs using Large Language Models
https://github.com/akirato/perm-gaussiankg
공식 코드Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs
https://github.com/aksw/ai-tomorrow-2023-kg-chatgpt-experiments
공식 코드LLM-assisted Knowledge Graph Engineering: Experiments with ChatGPT
https://github.com/aksw/llm-kg-bench
공식 코드Developing a Scalable Benchmark for Assessing Large Language Models in Knowledge Graph Engineering
https://github.com/aksw/llm-kg-bench-results
공식 코드Developing a Scalable Benchmark for Assessing Large Language Models in Knowledge Graph Engineering
https://github.com/aksw/lms4text2sparql
공식 코드Leveraging small language models for Text2SPARQL tasks to improve the resilience of AI assistance
https://github.com/alejgh/wikidata-edithist-refinement
공식 코드Leveraging Wikidata's edit history in knowledge graph refinement tasks
https://github.com/aleksvap/expressive
공식 코드ExpressivE: A Spatio-Functional Embedding For Knowledge Graph Completion
https://github.com/alexanderimanicowenrivers/Neural-Variational-Knowledge-Graphs
공식 코드Neural Variational Inference For Estimating Uncertainty in Knowledge Graph Embeddings
https://github.com/alexmotogna/generatorapi
공식 코드Interleaving GANs with knowledge graphs to support design creativity for book covers
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.