conftrace_
← Core Methods
Machine Learning › Core Methods ›

Graph Neural Networks

1,141 papers

Papers per year

3
2
134
173
'10
'15
'20
'25

Papers

Measuring Information Propagation in Literary Social Networks EMNLP 2020
GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems EMNLP 2020
Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling EMNLP 2020
Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes EMNLP 2020
Please Mind the Root: Decoding Arborescences for Dependency Parsing EMNLP 2020
Be More with Less: Hypergraph Attention Networks for Inductive Text Classification EMNLP 2020
Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment EMNLP 2020
Question Directed Graph Attention Network for Numerical Reasoning over Text EMNLP 2020
IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation EMNLP 2020
Is Graph Structure Necessary for Multi-hop Question Answering? EMNLP 2020
Embedding Words in Non-Vector Space with Unsupervised Graph Learning EMNLP 2020
Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations EMNLP 2020
Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking EMNLP 2020
Can Knowledge Graph Embeddings Tell Us What Fact-checked Claims Are About? EMNLP 2020
Detecting Emerging Symptoms of COVID-19 using Context-based Twitter Embeddings EMNLP 2020
ERLKG: Entity Representation Learning and Knowledge Graph based association analysis of COVID-19 through mining of unstructured biomedical corpora EMNLP 2020
ComplexDataLab at W-NUT 2020 Task 2: Detecting Informative COVID-19 Tweets by Attending over Linked Documents EMNLP 2020
Graph Filtration Learning ICML 2020
Online Dense Subgraph Discovery via Blurred-Graph Feedback ICML 2020
Learning Algebraic Multigrid Using Graph Neural Networks ICML 2020
Graph Homomorphism Convolution ICML 2020
Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation ICML 2020
Haar Graph Pooling ICML 2020
Continuous Graph Neural Networks ICML 2020
Robust Graph Representation Learning via Neural Sparsification ICML 2020