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Graph Neural Networks

4,522 papers

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Papers

Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction IJCNLP 2021
Label-Specific Dual Graph Neural Network for Multi-Label Text Classification IJCNLP 2021
Psycholinguistic Tripartite Graph Network for Personality Detection IJCNLP 2021
Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks IJCNLP 2021
How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction IJCNLP 2021
Reasoning over Entity-Action-Location Graph for Procedural Text Understanding IJCNLP 2021
BASS: Boosting Abstractive Summarization with Unified Semantic Graph IJCNLP 2021
Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis IJCNLP 2021
Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning IJCNLP 2021
ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction IJCNLP 2021
Cross-lingual Text Classification with Heterogeneous Graph Neural Network IJCNLP 2021
Explicitly Capturing Relations between Entity Mentions via Graph Neural Networks for Domain-specific Named Entity Recognition IJCNLP 2021
Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders IJCNLP 2021
Stage-wise Fine-tuning for Graph-to-Text Generation IJCNLP 2021
CRSLab: An Open-Source Toolkit for Building Conversational Recommender System IJCNLP 2021
Tackling Fake News Detection by Interactively Learning Representations using Graph Neural Networks IJCNLP 2021
CLaC-np at SemEval-2021 Task 8: Dependency DGCNN IJCNLP 2021
UPB at SemEval-2021 Task 1: Combining Deep Learning and Hand-Crafted Features for Lexical Complexity Prediction IJCNLP 2021
Unsupervised Neural-Based Graph Clustering for Variable-Length Speech Representation Discovery of Zero-Resource Languages INTERSPEECH 2021
Inplace Gated Convolutional Recurrent Neural Network for Dual-Channel Speech Enhancement INTERSPEECH 2021
Graph Attention Networks for Anti-Spoofing INTERSPEECH 2021
Graph Isomorphism Network for Speech Emotion Recognition INTERSPEECH 2021
Graph-PIT: Generalized Permutation Invariant Training for Continuous Separation of Arbitrary Numbers of Speakers INTERSPEECH 2021
Time-Frequency Representation Learning with Graph Convolutional Network for Dialogue-Level Speech Emotion Recognition INTERSPEECH 2021
Pykg2vec: A Python Library for Knowledge Graph Embedding JMLR 2021