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Graph Neural Networks

4,495 papers

Papers per year

Papers

Sentiment Analysis using the Relationship between Users and Products ACL 2023
RHGN: Relation-gated Heterogeneous Graph Network for Entity Alignment in Knowledge Graphs ACL 2023
Enhancing Event Causality Identification with Event Causal Label and Event Pair Interaction Graph ACL 2023
Two Heads Are Better Than One: Improving Fake News Video Detection by Correlating with Neighbors ACL 2023
A Diffusion Model for Event Skeleton Generation ACL 2023
GNN-SL: Sequence Labeling Based on Nearest Examples via GNN ACL 2023
Probing Graph Decomposition for Argument Pair Extraction ACL 2023
GeoDRL: A Self-Learning Framework for Geometry Problem Solving using Reinforcement Learning in Deductive Reasoning ACL 2023
Improving Long Dialogue Summarization with Semantic Graph Representation ACL 2023
Commonsense Knowledge Graph Completion Via Contrastive Pretraining and Node Clustering ACL 2023
Learning Query Adaptive Anchor Representation for Inductive Relation Prediction ACL 2023
Reducing Knowledge Noise for Improved Semantic Analysis in Biomedical Natural Language Processing Applications ACL 2023
Contrastive Hierarchical Discourse Graph for Scientific Document Summarization ACL 2023
Toward Consistent and Informative Event-Event Temporal Relation Extraction ACL 2023
Response Generation in Longitudinal Dialogues: Which Knowledge Representation Helps? ACL 2023
Syntax-Aware Graph-to-Graph Transformer for Semantic Role Labelling ACL 2023
UM6P at SemEval-2023 Task 3: News genre classification based on transformers, graph convolution networks and number of sentences ACL 2023
MarSan at SemEval-2023 Task 10: Can Adversarial Training with help of a Graph Convolutional Network Detect Explainable Sexism? ACL 2023
VTCC-NLP at SemEval-2023 Task 6:Long-Text Representation Based on Graph Neural Network for Rhetorical Roles Prediction ACL 2023
Steno AI at SemEval-2023 Task 6: Rhetorical Role Labelling of Legal Documents using Transformers and Graph Neural Networks ACL 2023
Joint Learning Model for Low-Resource Agglutinative Language Morphological Tagging ACL 2023
PESTO: A Post-User Fusion Network for Rumour Detection on Social Media ACL 2023
Conversation Derailment Forecasting with Graph Convolutional Networks ACL 2023
Degree-based stratification of nodes in Graph Neural Networks ACML 2023
Deep Reinforcement Learning for Two-sided Online Bipartite Matching in Collaborative Order Picking ACML 2023