https://github.com/CCIIPLab/KGTN
공식 코드Knowledge Enhanced Multi-intent Transformer Network for Recommendation
Papers with Code 아카이브
Knowledge Graphs
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
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- 평가표
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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/CLARIN-PL/PUGG
공식 코드Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction
https://github.com/Chandrahasd/OKGIT
공식 코드OKGIT: Open Knowledge Graph Link Prediction with Implicit Types
https://github.com/China-UK-ZSL/ZS-F-VQA
공식 코드https://github.com/CunchaoZ/CyGNet
공식 코드Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks
https://github.com/DM2-ND/MoKGE
공식 코드Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts
https://github.com/Dakantz/OnSET
공식 코드https://github.com/DeMix2023/Demix
공식 코드Negative Sampling with Adaptive Denoising Mixup for Knowledge Graph Embedding
https://github.com/DeepGraphLearning/GNN-QE
공식 코드Neural-Symbolic Models for Logical Queries on Knowledge Graphs
https://github.com/DeepGraphLearning/KnowledgeGraphEmbedding
공식 코드RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
https://github.com/DeepGraphLearning/NBFNet
공식 코드Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction
https://github.com/DeepGraphLearning/RNNLogic
공식 코드RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs
https://github.com/DeepGraphLearning/ULTRA
공식 코드https://github.com/DexterZeng/CEA
공식 코드https://github.com/DexterZeng/CEAFF
공식 코드Reinforcement Learning based Collective Entity Alignment with Adaptive Features
https://github.com/DexterZeng/DAT
공식 코드https://github.com/DexterZeng/UEA
공식 코드Towards Entity Alignment in the Open World: An Unsupervised Approach
https://github.com/DimitrisAlivas/StarQE
공식 코드https://github.com/DominikFilipiak/KGTN-ens
공식 코드KGTN-ens: Few-Shot Image Classification with Knowledge Graph Ensembles
https://github.com/EagleW/PaperRobot
공식 코드PaperRobot: Incremental Draft Generation of Scientific Ideas
https://github.com/Ebiquity/KGFP
공식 코드Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor Factorization
https://github.com/Elric2718/Bayes_Embedding
공식 코드https://github.com/FelixFrohnertDB/arxiv_nlp
공식 코드Discovering emergent connections in quantum physics research via dynamic word embeddings
https://github.com/FomalhautB/KM-BART-ACL
공식 코드KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation
https://github.com/GanjinZero/CODER
공식 코드CODER: Knowledge infused cross-lingual medical term embedding for term normalization
https://github.com/GemsLab/KGist
공식 코드https://github.com/GentleZhu/EGI
공식 코드Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization
https://github.com/GhanshyamVerma/Explainable-Recommender-System
공식 코드https://github.com/GillesVandewiele/WalkExperiments
공식 코드Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs
https://github.com/HELL-TO-HEAVEN/KGE-CL
공식 코드KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings
https://github.com/HKUST-KnowComp/ASER
공식 코드https://github.com/HKUST-KnowComp/FKGE
공식 코드https://github.com/HKUST-KnowComp/Pronoun-Coref-KG
공식 코드https://github.com/Hang422/causal-thought-graph
공식 코드Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMs
https://github.com/HaochenLiu2000/QAP
공식 코드Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models
https://github.com/HaochenLiu2000/SAFER
공식 코드Few-shot Knowledge Graph Relational Reasoning via Subgraph Adaptation
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.