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Graph Neural Networks

4,495 papers

Papers per year

Papers

JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering NAACL 2022
MM-GATBT: Enriching Multimodal Representation Using Graph Attention Network NAACL 2022
Static and Dynamic Speaker Modeling based on Graph Neural Network for Emotion Recognition in Conversation NAACL 2022
Improving Conversational Recommendation Systems’ Quality with Context-Aware Item Meta-Information NAACL 2022
Multi-Hop Open-Domain Question Answering over Structured and Unstructured Knowledge NAACL 2022
PerKGQA: Question Answering over Personalized Knowledge Graphs NAACL 2022
Extracting Temporal Event Relation with Syntax-guided Graph Transformer NAACL 2022
Modeling Ideological Salience and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity NAACL 2022
StATIK: Structure and Text for Inductive Knowledge Graph Completion NAACL 2022
GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction NAACL 2022
Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning NAACL 2022
D2GCLF: Document-to-Graph Classifier for Legal Document Classification NAACL 2022
Detecting Suicidality with a Contextual Graph Neural Network NAACL 2022
Improving Neural Machine Translation with the Abstract Meaning Representation by Combining Graph and Sequence Transformers NAACL 2022
Continuous Temporal Graph Networks for Event-Based Graph Data NAACL 2022
Graph Neural Networks for Adapting Off-the-shelf General Domain Language Models to Low-Resource Specialised Domains NAACL 2022
UPB at SemEval-2022 Task 5: Enhancing UNITER with Image Sentiment and Graph Convolutional Networks for Multimedia Automatic Misogyny Identification NAACL 2022
Leveraging Dependency Grammar for Fine-Grained Offensive Language Detection using Graph Convolutional Networks NAACL 2022
RoboCraft: Learning to See, Simulate, and Shape Elasto-Plastic Objects with Graph Networks RSS 2022
UPB at SemEval-2022 Task 5: Enhancing UNITER with Image Sentiment and Graph Convolutional Networks for Multimedia Automatic Misogyny Identification SEMEVAL 2022
GNN2GNN: Graph neural networks to generate neural networks UAI 2022
Nonparametric exponential family graph embeddings for multiple representation learning UAI 2022
SymNet 2.0: Effectively handling Non-Fluents and Actions in Generalized Neural Policies for RDDL Relational MDPs UAI 2022
Mutual information based Bayesian graph neural network for few-shot learning UAI 2022
Generative Adversarial Graph Convolutional Networks for Human Action Synthesis WACV 2022