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Graph Neural Networks

4,495 papers

Papers per year

Papers

Exploiting Emotion-Semantic Correlations for Empathetic Response Generation EMNLP 2023
Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders EMNLP 2023
ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction EMNLP 2023
Intra-Event and Inter-Event Dependency-Aware Graph Network for Event Argument Extraction EMNLP 2023
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text EMNLP 2023
Inductive Relation Inference of Knowledge Graph Enhanced by Ontology Information EMNLP 2023
RECAL: Sample-Relation Guided Confidence Calibration over Tabular Data EMNLP 2023
TabPrompt: Graph-based Pre-training and Prompting for Few-shot Table Understanding EMNLP 2023
Unleashing the Power of Language Models in Text-Attributed Graph EMNLP 2023
Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks? EMNLP 2023
Identifying Conspiracy Theories News based on Event Relation Graph EMNLP 2023
Dynamic Open-book Prompt for Conversational Recommender System EMNLP 2023
Towards Enhancing Relational Rules for Knowledge Graph Link Prediction EMNLP 2023
Who is Speaking? Speaker-Aware Multiparty Dialogue Act Classification EMNLP 2023
Pretraining Language Models with Text-Attributed Heterogeneous Graphs EMNLP 2023
A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs EMNLP 2023
A Structure-Aware Generative Adversarial Network for Bilingual Lexicon Induction EMNLP 2023
Aspect-to-Scope Oriented Multi-view Contrastive Learning for Aspect-based Sentiment Analysis EMNLP 2023
GRI: Graph-based Relative Isomorphism of Word Embedding Spaces EMNLP 2023
Error Detection for Text-to-SQL Semantic Parsing EMNLP 2023
HFMRE: Constructing Huffman Tree in Bags to Find Excellent Instances for Distantly Supervised Relation Extraction EMNLP 2023
Dialogue Medical Information Extraction with Medical-Item Graph and Dialogue-Status Enriched Representation EMNLP 2023
Task-Aware Self-Supervised Framework for Dialogue Discourse Parsing EMNLP 2023
Learning Dynamic Representations for Discourse Dependency Parsing EMNLP 2023
One-Model-Connects-All: A Unified Graph Pre-Training Model for Online Community Modeling EMNLP 2023