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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model EMNLP 2019
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning EMNLP 2019
Aligning Cross-Lingual Entities with Multi-Aspect Information EMNLP 2019
Node Embeddings for Graph Merging: Case of Knowledge Graph Construction EMNLP 2019
Cross-lingual Structure Transfer for Relation and Event Extraction EMNLP 2019
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text EMNLP 2019
Incorporating Graph Attention Mechanism into Knowledge Graph Reasoning Based on Deep Reinforcement Learning EMNLP 2019
Enhancing AMR-to-Text Generation with Dual Graph Representations EMNLP 2019
Text Level Graph Neural Network for Text Classification EMNLP 2019
Global Reasoning over Database Structures for Text-to-SQL Parsing EMNLP 2019
Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network EMNLP 2019
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text EMNLP 2019
Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs EMNLP 2019
Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks EMNLP 2019
Event Detection with Multi-Order Graph Convolution and Aggregated Attention EMNLP 2019
Machine Reading Comprehension Using Structural Knowledge Graph-aware Network EMNLP 2019
Syntax-aware Multi-task Graph Convolutional Networks for Biomedical Relation Extraction EMNLP 2019
Graph-Based Semi-Supervised Learning for Natural Language Understanding EMNLP 2019
Dense Node Representation for Geolocation EMNLP 2019
I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs AAAI 2019
Heterogeneous Attributed Network Embedding with Graph Convolutional Networks AAAI 2019
Rescoring Keyword Search Confidence Estimates with Graph-Based Re-Ranking Using Acoustic Word Embeddings INTERSPEECH 2019
Language-Conditioned Graph Networks for Relational Reasoning ICCV 2019
Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid ICCV 2019
Mixture-Kernel Graph Attention Network for Situation Recognition ICCV 2019