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Graph Neural Networks

4,495 papers

Papers per year

Papers

Just Like a Human Would, Direct Access to Sarcasm Augmented with Potential Result and Reaction ACL 2023
Joint Document-Level Event Extraction via Token-Token Bidirectional Event Completed Graph ACL 2023
Multilingual Knowledge Graph Completion with Language-Sensitive Multi-Graph Attention ACL 2023
Are Message Passing Neural Networks Really Helpful for Knowledge Graph Completion? ACL 2023
CHEER: Centrality-aware High-order Event Reasoning Network for Document-level Event Causality Identification ACL 2023
Multi-source Semantic Graph-based Multimodal Sarcasm Explanation Generation ACL 2023
Single Sequence Prediction over Reasoning Graphs for Multi-hop QA ACL 2023
Transforming Visual Scene Graphs to Image Captions ACL 2023
Learning Latent Relations for Temporal Knowledge Graph Reasoning ACL 2023
An AMR-based Link Prediction Approach for Document-level Event Argument Extraction ACL 2023
DiSCoMaT: Distantly Supervised Composition Extraction from Tables in Materials Science Articles ACL 2023
Holistic Prediction on a Time-Evolving Attributed Graph ACL 2023
Dialogue Summarization with Static-Dynamic Structure Fusion Graph ACL 2023
Dynamic Heterogeneous-Graph Reasoning with Language Models and Knowledge Representation Learning for Commonsense Question Answering ACL 2023
Graph-based Relation Mining for Context-free Out-of-vocabulary Word Embedding Learning ACL 2023
Double-Branch Multi-Attention based Graph Neural Network for Knowledge Graph Completion ACL 2023
HiPool: Modeling Long Documents Using Graph Neural Networks ACL 2023
Trading Syntax Trees for Wordpieces: Target-oriented Opinion Words Extraction with Wordpieces and Aspect Enhancement ACL 2023
Context-Aware Query Rewriting for Improving Users’ Search Experience on E-commerce Websites ACL 2023
A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment ACL 2023
Graph Reasoning for Question Answering with Triplet Retrieval ACL 2023
Question-Interlocutor Scope Realized Graph Modeling over Key Utterances for Dialogue Reading Comprehension ACL 2023
GVdoc - Graph-based Visual DOcument Classification ACL 2023
Structure-Discourse Hierarchical Graph for Conditional Question Answering on Long Documents ACL 2023
Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network ACL 2023