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Graph Neural Networks

4,522 papers

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Papers

Dialogue Meaning Representation for Task-Oriented Dialogue Systems EMNLP 2022
Cross-Domain Sentiment Classification using Semantic Representation EMNLP 2022
GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval EMNLP 2022
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation EMNLP 2022
What Has Been Enhanced in my Knowledge-Enhanced Language Model? EMNLP 2022
DialogueGAT: A Graph Attention Network for Financial Risk Prediction by Modeling the Dialogues in Earnings Conference Calls EMNLP 2022
PM2F2N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction EMNLP 2022
Social-aware Sparse Attention Network for Session-based Social Recommendation EMNLP 2022
ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs EMNLP 2022
Getting the Most out of Simile Recognition EMNLP 2022
Probing Structural Knowledge from Pre-trained Language Model for Argumentation Relation Classification EMNLP 2022
Graph Embeddings for Argumentation Quality Assessment EMNLP 2022
Joint Multilingual Knowledge Graph Completion and Alignment EMNLP 2022
Adaptive Graph Convolutional Network for Knowledge Graph Entity Alignment EMNLP 2022
Semantic Dependency Parsing with Edge GNNs EMNLP 2022
Search to Pass Messages for Temporal Knowledge Graph Completion EMNLP 2022
Entity-level Interaction via Heterogeneous Graph for Multimodal Named Entity Recognition EMNLP 2022
DIGAT: Modeling News Recommendation with Dual-Graph Interaction EMNLP 2022
EventGraph: Event Extraction as Semantic Graph Parsing EMNLP 2022
GGNN@Causal News Corpus 2022:Gated Graph Neural Networks for Causal Event Classification from Social-Political News Articles EMNLP 2022
EventGraph at CASE 2021 Task 1: A General Graph-based Approach to Protest Event Extraction EMNLP 2022
DDI-MuG: Multi-aspect Graphs for Drug-Drug Interaction Extraction EMNLP 2022
KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods EMNLP 2022
GNN is a Counter? Revisiting GNN for Question Answering ICLR 2022
Convergence of Invariant Graph Networks ICML 2022