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graph reasoning

65 papers

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Co-occurring keywords

knowledge graph (1837) large language model (13587) graph neural network (3962) multi-hop reasoning (423) question answering (2963) retrieval-augmented generation (1592) semantic segmentation (3186) reinforcement learning (4352) multimodal learning (4645) graph embedding (349)

Papers

Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs ACL 2024
Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation ACL 2024
Can LLM Graph Reasoning Generalize beyond Pattern Memorization? EMNLP 2024
Temporal Fact Reasoning over Hyper-Relational Knowledge Graphs EMNLP 2024
GITA: Graph to Visual and Textual Integration for Vision-Language Graph Reasoning NIPS 2024
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs NIPS 2024
Graph Reasoning Transformers for Knowledge-Aware Question Answering AAAI 2024
FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering ACL 2023
HandR2N2: Iterative 3D Hand Pose Estimation Using a Residual Recurrent Neural Network ICCV 2023
Can Language Models Solve Graph Problems in Natural Language? NIPS 2023
LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs EMNLP 2023
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs NIPS 2023
Multimodal Event Transformer for Image-guided Story Ending Generation EACL 2023
GLGR: Question-aware Global-to-Local Graph Reasoning for Multi-party Dialogue Reading Comprehension EMNLP 2023
Learning Latent Relations for Temporal Knowledge Graph Reasoning ACL 2023
Cross-Modal Semantic Enhanced Interaction for Image-Sentence Retrieval WACV 2023
CIGAR: Cross-Modality Graph Reasoning for Domain Adaptive Object Detection CVPR 2023
Learning Optical Flow with Adaptive Graph Reasoning AAAI 2022
Relevant CommonSense Subgraphs for “What if...” Procedural Reasoning ACL 2022
Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering AAAI 2022
Ruleformer: Context-aware Rule Mining over Knowledge Graph COLING 2022
SISER: Semantic-Infused Selective Graph Reasoning for Fact Verification COLING 2022
Two Heads are Better Than One: Hypergraph-Enhanced Graph Reasoning for Visual Event Ratiocination ICML 2021
GMH: A General Multi-hop Reasoning Model for KG Completion EMNLP 2021
A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training AAAI 2021