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Graph Neural Networks

4,495 papers

Papers per year

Papers

DSM: Question Generation over Knowledge Base via Modeling Diverse Subgraphs with Meta-learner EMNLP 2022
RelU-Net: Syntax-aware Graph U-Net for Relational Triple Extraction EMNLP 2022
Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations EMNLP 2022
Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement EMNLP 2022
Capturing Global Structural Information in Long Document Question Answering with Compressive Graph Selector Network EMNLP 2022
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks EMNLP 2022
DRLK: Dynamic Hierarchical Reasoning with Language Model and Knowledge Graph for Question Answering EMNLP 2022
Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform EMNLP 2022
Abstractive Summarization Guided by Latent Hierarchical Document Structure EMNLP 2022
Pair-Based Joint Encoding with Relational Graph Convolutional Networks for Emotion-Cause Pair Extraction EMNLP 2022
Affective Knowledge Enhanced Multiple-Graph Fusion Networks for Aspect-based Sentiment Analysis EMNLP 2022
GHAN: Graph-Based Hierarchical Aggregation Network for Text-Video Retrieval EMNLP 2022
Attention and Edge-Label Guided Graph Convolutional Networks for Named Entity Recognition EMNLP 2022
GREENER: Graph Neural Networks for News Media Profiling EMNLP 2022
SEMGraph: Incorporating Sentiment Knowledge and Eye Movement into Graph Model for Sentiment Analysis EMNLP 2022
Extending Phrase Grounding with Pronouns in Visual Dialogues EMNLP 2022
Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrence EMNLP 2022
ACENet: Attention Guided Commonsense Reasoning on Hybrid Knowledge Graph EMNLP 2022
IRRGN: An Implicit Relational Reasoning Graph Network for Multi-turn Response Selection EMNLP 2022
MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion EMNLP 2022
Simplified Graph Learning for Inductive Short Text Classification EMNLP 2022
PAR: Political Actor Representation Learning with Social Context and Expert Knowledge EMNLP 2022
PAIGE: Personalized Adaptive Interactions Graph Encoder for Query Rewriting in Dialogue Systems EMNLP 2022
Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering EMNLP 2022
Dialogue Meaning Representation for Task-Oriented Dialogue Systems EMNLP 2022