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Graph Neural Networks

4,495 papers

Papers per year

Papers

TD-GEN: Graph Generation Using Tree Decomposition AISTATS 2022
Permutation Equivariant Layers for Higher Order Interactions AISTATS 2022
Orthogonal Multi-Manifold Enriching of Directed Networks AISTATS 2022
Node Feature Kernels Increase Graph Convolutional Network Robustness AISTATS 2022
GraphAdaMix: Enhancing Node Representations with Graph Adaptive Mixtures AISTATS 2022
Neural Enhanced Dynamic Message Passing AISTATS 2022
Modeling Conditional Dependencies in Multiagent Trajectories AISTATS 2022
GRAVL-BERT: Graphical Visual-Linguistic Representations for Multimodal Coreference Resolution COLING 2022
Learning to Improve Persona Consistency in Multi-party Dialogue Generation via Text Knowledge Enhancement COLING 2022
CR-GIS: Improving Conversational Recommendation via Goal-aware Interest Sequence Modeling COLING 2022
CorefDiffs: Co-referential and Differential Knowledge Flow in Document Grounded Conversations COLING 2022
DialogueEIN: Emotion Interaction Network for Dialogue Affective Analysis COLING 2022
A Distance-Aware Multi-Task Framework for Conversational Discourse Parsing COLING 2022
Semantic Sentence Matching via Interacting Syntax Graphs COLING 2022
Hierarchical Information Matters: Text Classification via Tree Based Graph Neural Network COLING 2022
Multi-Stage Framework with Refinement Based Point Set Registration for Unsupervised Bi-Lingual Word Alignment COLING 2022
ConTextING: Granting Document-Wise Contextual Embeddings to Graph Neural Networks for Inductive Text Classification COLING 2022
Dynamic Relevance Graph Network for Knowledge-Aware Question Answering COLING 2022
SISER: Semantic-Infused Selective Graph Reasoning for Fact Verification COLING 2022
Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension COLING 2022
GLAF: Global-to-Local Aggregation and Fission Network for Semantic Level Fact Verification COLING 2022
Event Detection with Dual Relational Graph Attention Networks COLING 2022
RSGT: Relational Structure Guided Temporal Relation Extraction COLING 2022
A Simple Temporal Information Matching Mechanism for Entity Alignment between Temporal Knowledge Graphs COLING 2022
DCT-Centered Temporal Relation Extraction COLING 2022