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25 papers

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graph neural network (10) knowledge graph (3) question answering (3) few-shot learning (3) relation modeling (2) inductive learning (2) multi-hop reasoning (2) graph attention network (2) entity embedding (2) group activity recognition (2)

Papers

GraphIF: Enhancing Multi-Turn Instruction Following for Large Language Models with Relation Graph Prompt AAAI 2026 Graph-based Document Structure Analysis ICLR 2025 REGULAR: A Framework for Relation-Guided Multi-Span Question Generation IJCNLP 2025 “Stack It Up!”: 3D Stable Structure Generation from 2D Hand-drawn Sketch CoRL 2025 SynFix: Dependency-Aware Program Repair via RelationGraph Analysis ACL 2025 Towards Global-Topology Relation Graph for Inductive Knowledge Graph Completion AAAI 2025 EGTR: Extracting Graph from Transformer for Scene Graph Generation CVPR 2024 Multimodal Reasoning with Multimodal Knowledge Graph ACL 2024 InGram: Inductive Knowledge Graph Embedding via Relation Graphs ICML 2023 Multi-Granularity Archaeological Dating of Chinese Bronze Dings Based on a Knowledge-Guided Relation Graph CVPR 2023 Relation-Aware Question Answering for Heterogeneous Knowledge Graphs EMNLP 2023 T2G-FORMER: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction AAAI 2023 Target-Oriented Relation Alignment for Cross-Lingual Stance Detection ACL 2023 D2GCLF: Document-to-Graph Classifier for Legal Document Classification NAACL 2022 Learning Graph-based Residual Aggregation Network for Group Activity Recognition IJCAI 2022 Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization NeurIPS 2022 RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning NAACL 2022 Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation ACL 2021 Few-Shot Class-Incremental Learning via Relation Knowledge Distillation AAAI 2021 Property-Aware Relation Networks for Few-Shot Molecular Property Prediction NeurIPS 2021 SgSum:Transforming Multi-document Summarization into Sub-graph Selection EMNLP 2021 TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph EMNLP 2021 Transformer-Based Dual Relation Graph for Multi-Label Image Recognition ICCV 2021 Cross-Modal Relationship Inference for Grounding Referring Expressions CVPR 2019 Learning Actor Relation Graphs for Group Activity Recognition CVPR 2019