KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language Models Oct 17, 2023 Fact Verification Knowledge Graphs
Code Code Available 5 KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation Sep 26, 2023 Diversity Knowledge Graph Completion
Code Code Available 5 Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization Jun 3, 2022 Knowledge Graphs
Code Code Available 5 KERL: Knowledge-Enhanced Personalized Recipe Recommendation using Large Language Models May 20, 2025 Food recommendation Knowledge Graphs
Code Code Available 5 Keyword-Guided Neural Conversational Model Dec 15, 2020 Knowledge Graphs model
Code Code Available 5 KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification May 8, 2025 Knowledge Graphs RAG
Code Code Available 5 Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints May 30, 2023 Complex Query Answering Knowledge Graphs
Code Code Available 5 Complex Query Answering with Neural Link Predictors Nov 6, 2020 Complex Query Answering Knowledge Graphs
Code Code Available 5 TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs Feb 19, 2024 Knowledge Graphs
Code Code Available 5 Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs Mar 12, 2024 Knowledge Graphs Multiple-choice
Code Code Available 5 Knowing the No-match: Entity Alignment with Dangling Cases Jun 4, 2021 Abstention Prediction Entity Alignment
Code Code Available 5 KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion Apr 28, 2020 Knowledge Graphs Transfer Learning
Code Code Available 5 JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering Dec 6, 2021 Knowledge Graphs Question Answering
Code Code Available 5 KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning Sep 4, 2019 Common Sense Reasoning Knowledge Base Question Answering
Code Code Available 5 Convolutional 2D Knowledge Graph Embeddings Jul 5, 2017 Knowledge Graph Embeddings Knowledge Graphs
Code Code Available 5 Convolutional Complex Knowledge Graph Embeddings Aug 7, 2020 Knowledge Graph Embeddings Knowledge Graphs
Code Code Available 5 Open Knowledge Graphs Canonicalization using Variational Autoencoders Dec 8, 2020 Clustering Knowledge Graphs
Code Code Available 5 Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks Apr 4, 2021 Conversational Question Answering Graph Attention
Code Code Available 5 Investigating Pretrained Language Models for Graph-to-Text Generation Jul 16, 2020 AMR-to-Text Generation Data-to-Text Generation
Code Code Available 5 JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs Jun 19, 2021 Graph Reconstruction KG-to-Text Generation
Code Code Available 5 CokeBERT: Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models Sep 29, 2020 Knowledge Graphs
Code Code Available 5 Continual Learning of Knowledge Graph Embeddings Jan 14, 2021 Continual Learning Graph Embedding
Code Code Available 5 Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic Enhancement Oct 12, 2023 Contrastive Learning Data Augmentation
Code Code Available 5 ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs Oct 26, 2021 Knowledge Graphs Negation
Code Code Available 5 Jointly Non-Sampling Learning for Knowledge Graph Enhanced Recommendation Jul 1, 2020 Graph Embedding Knowledge Graph Embedding
Code Code Available 5 Joint Multilingual Knowledge Graph Completion and Alignment Oct 17, 2022 Knowledge Graph Completion Knowledge Graphs
Code Code Available 5 Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering May 2, 2020 Knowledge Graphs Language Modeling
Code Code Available 5 Instilling Type Knowledge in Language Models via Multi-Task QA Apr 28, 2022 Articles dialog state tracking
Code Code Available 5 InGram: Inductive Knowledge Graph Embedding via Relation Graphs May 31, 2023 Entity Embeddings Graph Embedding
Code Code Available 5 A Study of Situational Reasoning for Traffic Understanding Jun 5, 2023 Decision Making Knowledge Graphs
Code Code Available 5 CSKG: The CommonSense Knowledge Graph Dec 21, 2020 Knowledge Graphs Natural Language Understanding
Code Code Available 5 KGAT: Knowledge Graph Attention Network for Recommendation May 20, 2019 Explainable Recommendation Graph Neural Network
Code Code Available 5 CuriousLLM: Elevating Multi-Document QA with Reasoning-Infused Knowledge Graph Prompting Apr 13, 2024 Hallucination Knowledge Graphs
Code Code Available 5 CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training Jun 8, 2020 Graph Generation Knowledge Graphs
Code Code Available 5 IntelliGraphs: Datasets for Benchmarking Knowledge Graph Generation Jul 13, 2023 Benchmarking Graph Embedding
Code Code Available 5 Contextual Graph Attention for Answering Logical Queries over Incomplete Knowledge Graphs Sep 30, 2019 Graph Attention Knowledge Graphs
Code Code Available 5 Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph Sep 30, 2022 Knowledge Graphs
Code Code Available 5 Debate on Graph: a Flexible and Reliable Reasoning Framework for Large Language Models Sep 5, 2024 Answer Generation Graph Question Answering
Code Code Available 5 Complex Temporal Question Answering on Knowledge Graphs Sep 18, 2021 16k Entity Embeddings
Code Code Available 5 Inductive Relation Prediction by BERT Mar 12, 2021 Few-Shot Learning Inductive Learning
Code Code Available 5 Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion Oct 17, 2022 Graph Embedding Knowledge Graph Completion
Code Code Available 5 CR-LT-KGQA: A Knowledge Graph Question Answering Dataset Requiring Commonsense Reasoning and Long-Tail Knowledge Mar 3, 2024 Claim Verification Graph Question Answering
Code Code Available 5 A Critical Assessment of State-of-the-Art in Entity Alignment Oct 30, 2020 Benchmarking Entity Alignment
Code Code Available 5 Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs May 21, 2025 Knowledge Distillation Knowledge Graphs
Code Code Available 5 Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering Nov 11, 2023 Knowledge Graphs Question Answering
Code Code Available 5 DegreEmbed: incorporating entity embedding into logic rule learning for knowledge graph reasoning Dec 18, 2021 Knowledge Graphs Link Prediction
Code Code Available 5 Context-aware Entity Typing in Knowledge Graphs Sep 16, 2021 Entity Typing Knowledge Graphs
Code Code Available 5 Demographic Aware Probabilistic Medical Knowledge Graph Embeddings of Electronic Medical Records Mar 22, 2021 Knowledge Graph Embeddings Knowledge Graphs
Code Code Available 5 A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects Aug 4, 2023 Knowledge Graph Completion Knowledge Graphs
Code Code Available 5 Inductive Relation Prediction by Subgraph Reasoning Nov 16, 2019 Graph Embedding Graph Neural Network
Code Code Available 5 