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Knowledge Graph Embedding

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보존된 평가 기록: 1

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/nju-websoft/MultiKE

공식 코드

Multi-view Knowledge Graph Embedding for Entity Alignment

https://github.com/nju-websoft/cole

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I Know What You Do Not Know: Knowledge Graph Embedding via Co-distillation Learning

https://github.com/nju-websoft/mukg

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$μ\text{KG}$: A Library for Multi-source Knowledge Graph Embeddings and Applications

https://github.com/nk-ruiying/tcompounde

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Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion

https://github.com/nle-ml/mmkb

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Answering Visual-Relational Queries in Web-Extracted Knowledge Graphs

https://github.com/nslab-cuk/literalkg

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Companion Animal Disease Diagnostics based on Literal-aware Medical Knowledge Graph Representation Learning

https://github.com/oliver-lloyd/kge_param_sens

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Assessing the Effects of Hyperparameters on Knowledge Graph Embedding Quality

https://github.com/otamio/kga

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Augmenting Knowledge Graphs for Better Link Prediction

https://github.com/paramita08/wikidata_bias_websci_2023

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Diversity matters: Robustness of bias measurements in Wikidata

https://github.com/pat-jj/KG-FIT

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KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge

https://github.com/pbaghershahi/TGCN

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Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor Decomposition

https://github.com/pcy1302/TransCF

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Collaborative Translational Metric Learning

https://github.com/pengyanhui/LineaRE

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LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction

https://github.com/perubhardwaj/inferenceattack

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Poisoning Knowledge Graph Embeddings via Relation Inference Patterns

https://github.com/peyman-bi/sattle

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Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction

https://github.com/pykeen/benchmarking

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Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework

https://github.com/pykeen/pykeen

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The KEEN Universe: An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and Transferability

https://github.com/pykeen/ranking-metrics-manuscript

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A Unified Framework for Rank-based Evaluation Metrics for Link Prediction in Knowledge Graphs

https://github.com/rajathpatel23/joint-kge-fnet-lm

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On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling

https://github.com/renli1024/se-gnn

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How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View

https://github.com/ritatsousa/expressionKGplus

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Multi-dataset and Transfer Learning Using Gene Expression Knowledge Graphs

https://github.com/rutgerswiselab/NS-KGE

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Efficient Non-Sampling Knowledge Graph Embedding

https://github.com/scwu1008/kadm

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Unify Local and Global Information for Top-$N$ Recommendation

https://github.com/seeyourmind/ptbox

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Arbitrary Time Information Modeling via Polynomial Approximation for Temporal Knowledge Graph Embedding

https://github.com/seukgcode/fastkge

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Fast and Continual Knowledge Graph Embedding via Incremental LoRA

https://github.com/seukgcode/incde

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Towards Continual Knowledge Graph Embedding via Incremental Distillation

https://github.com/sh-je/eans

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Entity Aware Negative Sampling with Auxiliary Loss of False Negative Prediction for Knowledge Graph Embedding

https://github.com/shaoxiongji/awesome-knowledge-graph

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A Survey on Knowledge Graphs: Representation, Acquisition and Applications

https://github.com/sharecodesubmission/weighted_product_manifold

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Improving Heterogeneous Graph Learning with Weighted Mixed-Curvature Product Manifold

https://github.com/shawnkx/Decom

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Decompressing Knowledge Graph Representations for Link Prediction

https://github.com/soledad921/ATISE

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Temporal Knowledge Graph Embedding Model based on Additive Time Series Decomposition

https://github.com/soledad921/ATISE/blob/master/README.md

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TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation

https://github.com/stasl0217/beurre

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Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning

https://github.com/systemsecuritystorm/awesome-binary-similarity

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VEXIR2Vec: An Architecture-Neutral Embedding Framework for Binary Similarity

https://github.com/tewiSong/Rot-Pro

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Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding

https://github.com/tgebhart/sheaf_kg

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Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph Embedding

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