awesome-logical-query
A collection of resources on the topic of Complex Logical Query Answering
https://github.com/neuralgraphdatabases/awesome-logical-query
Last synced: 5 days ago
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📈 Datasets and Benchmarking
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Dataset tools
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Regex Queries
- GitHub - no actual data dumps are present :(
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Temporal Datasets
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EFO-1 Queries
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Very Large Datasets
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Hyper-Relational Datasets
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Inductive Datasets
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Inference (datasets)
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All Papers on Complex Logical Query Answering (54)
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Dataset tools
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Contextual Graph Attention for Answering Logical Queries over Incomplete Knowledge Graphs - CAP 2019, GQE + self-attention instead of DeepSet
- Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge Graphs
- Reasoning over Multi-view Knowledge Graphs
- CylE: Cylinder Embeddings for Multi-hop Reasoning over Knowledge Graphs
- Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs
- Complex Logical Reasoning over Knowledge Graphs using Large Language Models
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Cone: Cone embeddings for multi-hop reasoning over knowledge graphs
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Neuro-Symbolic Ontology-Mediated Query Answering
- TAR: Neural Logical Reasoning across TBox and ABox
- FLEX: Feature-Logic Embedding Framework for CompleX Knowledge Graph Reasoning
- TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Neural-Symbolic Models for Logical Queries on Knowledge Graphs
- GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Neural-Symbolic Entangled Framework for Complex Query Answering
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport
- Adapting Neural Link Predictors for Complex Query Answering
- Knowledge Graph Reasoning over Entities and Numerical Values
- Analysis of Attention Mechanisms in Box-Embedding Systems
- SMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge Graphs
- LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals
- Sequential Query Encoding For Complex Query Answering on Knowledge Graphs
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- EFOk-CQA: Towards Knowledge Graph Complex Query Answering beyond Set Operation
- Analysis of Attention Mechanisms in Box-Embedding Systems
- NQE: N-ary Query Embedding for Complex Query Answering over Hyper-relational Knowledge Graphs
- Neural-Answering Logical Queries on Knowledge Graphs
- Probabilistic entity representation model for reasoning over knowledge graphs
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Logical Message Passing Networks With One-Hop Inference On Atomic Formulas
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Reasoning over Multi-view Knowledge Graphs
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Logic Embeddings for Complex Query Answering
- Fuzzy Logic Based Logical Query Answering on Knowledge Graphs
- Symbolic querying of vector spaces: Probabilistic databases meets relational embeddings
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Type-aware embeddings for multi-hop reasoning over knowledge graphs - ECAI 2022)
- Analysis of Attention Mechanisms in Box-Embedding Systems
- GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Adapting Neural Link Predictors for Complex Query Answering
- Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport
- LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals
- Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge Graphs
- Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs
- Complex Logical Reasoning over Knowledge Graphs using Large Language Models
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph Embedding
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization
- On Existential First Order Queries Inference on Knowledge Graphs
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Query2Particles: Knowledge Graph Reasoning with Particle Embeddings
- Inductive Logical Query Answering in Knowledge Graphs
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Logic Embeddings for Complex Query Answering
- Signal Embeddings for Complex Logical Reasoning in Knowledge Graphs
- Efficient Embeddings of Logical Variables for Query Answering over Incomplete Knowledge Graphs
- GNNQ: A Neuro-Symbolic Approach for Query Answering over Incomplete Knowledge Graphs
- Benchmarking the Combinatorial Generalizability of Complex Query Answering on Knowledge Graphs
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Approximate knowledge graph query answering: from ranking to binary classification
- Analysis of Attention Mechanisms in Box-Embedding Systems
- Neural Methods for Logical Reasoning over Knowledge Graphs
- Neural-based Mixture Probabilistic Query Embedding for Answering FOL queries on Knowledge Graphs
- Neural-Symbolic Entangled Framework for Complex Query Answering
- NQE: N-ary Query Embedding for Complex Query Answering over Hyper-relational Knowledge Graphs
- Query Embedding on Hyper-relational Knowledge Graphs
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:wrench: Implementations
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Dataset tools
- EFOk-CQA
- KGReasoning
- CQD
- Query2particles
- StarQE
- SMORE
- GNN-QE - QE
- InductiveQE - QE
- QE-TeMP
- SE-KGE
- TAR
- LARK
- WFRE
- FIT
- SQE - LSTM, Tree-RNN, BetaE, BiQE, ConE, FuzzQE, GQE, HypE, NerualMLP (Mixer), Query2Box, Query2Particles
- NRN
- EFO-1-QA-benchmark
- GNNQ
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Application Papers (7)
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Dataset tools
- SE-KGE: A Location-Aware Knowledge Graph Embedding Model for Geographic Question Answering and Spatial Semantic Lifting
- Lego: Latent execution-guided reasoning for multi-hop question answering on knowledge graphs
- Towards High-Order Complementary Recommendation via Logical Reasoning Network
- Context-aware explainable recommendation based on domain knowledge graph
- Unifying Structure Reasoning and Language Model Pre-training for Complex Reasoning
- Unifying structure reasoning and language model pre-training for complex reasoning
- SE-KGE: A Location-Aware Knowledge Graph Embedding Model for Geographic Question Answering and Spatial Semantic Lifting
- Towards High-Order Complementary Recommendation via Logical Reasoning Network
- Knowledge base question answering by case-based reasoning over subgraphs
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Potentially Relevant
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Dataset tools
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:scroll: Categorization of papers
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Graphs | Modalities
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Queries | Query Operators
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Graphs | Background Semantics
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Programming Languages
Categories
Sub Categories