Time series 2 3D 0 3d meshes 0 6D 0 Actions 0 Audio 0 Biology 0 Biomedical 0 Cad 0 Dialog 0 EEG 0 Environment 0 Financial 0 Graphs 0 Hyperspectral images 0 Images 0 Interactive 0 LiDAR 0 Lyrics 0 MRI 0 Medical 0 Midi 0 Music 0 PSG 0 Parallel 0 Physics 0 Point cloud 0 RGB Video 0 RGB-D 0 Ranking 0 Replay data 0 Speech 0 Stereo 0 Tables 0 Tabular 0 Texts 0 Tracking 0 Videos 0 fMRI 0

Traffic Data Imputation × Link Prediction 24 Node Classification 23 Question Answering 23 Graph Classification 22 Knowledge Graphs 17 Graph Regression 10 Knowledge Graph Completion 10 Text Classification 6 Graph Embedding 5 Image Classification 5 KG-to-Text Generation 5 Relation Extraction 5 Semantic Parsing 5 Visual Question Answering (VQA) 5 Anomaly Detection 4 Community Detection 4 Entity Linking 4 Graph Clustering 4 Graph Mining 4 Graph Representation Learning 4 Named Entity Recognition (NER) 4 Text Generation 4 Text Summarization 4 Triple Classification 4 Clique Prediction 3 Coreference Resolution 3 Domain Adaptation 3 Feedback Vertex Set (FVS) 3 Fraud Detection 3 Graph Learning 3 Graph Matching 3 Imputation 3 Inductive Link Prediction 3 Knowledge Base Question Answering 3 Knowledge Graph Embedding 3 Knowledge Graph Embeddings 3 Metric Learning 3 Node Clustering 3 Recommendation Systems 3 3D Volumetric Reconstruction 2 AMR Parsing 2 AMR-to-Text Generation 2 Abstractive Text Summarization 2 Atomic number classification 2 Citation Recommendation 2 Classification 2 Crystal system classification 2 Data Augmentation 2 Dialogue Generation 2 Distance regression 2 Dynamic Link Prediction 2 Entity Alignment 2 Explanation Fidelity Evaluation 2 Fake News Detection 2 Graph Generation 2 Graph Property Prediction 2 Graph-to-Sequence 2 Hate Speech Detection 2 Heterogeneous Node Classification 2 Image Retrieval 2 Language Modelling 2 Misinformation 2 Multi-Label Classification 2 Multi-modal Entity Alignment 2 Multi-modal Knowledge Graph 2 Multivariate Time Series Imputation 2 ND regression 2 NER 2 Network Community Partition 2 Network Embedding 2 Neutron PDF regression 2 Position regression 2 Quantization 2 Retrieval 2 SANS regression 2 SAXS regression 2 Semantic Segmentation 2 Space group classification 2 Stereo Matching 2 Topic Models 2 Topological Data Analysis 2 Twitter Bot Detection 2 Visual Question Answering 2 Visual Reasoning 2 Word Embeddings 2 X-ray PDF regression 2 XRD regression 2 graph construction 2 graph partitioning 2 3D Scene Graph Alignment 1 3d scene graph generation 1 Active Learning 1 Anomaly Forecasting 1 Answer Generation 1 Aspect-Based Sentiment Analysis (ABSA) 1 Audio Question Answering 1 AutoML 1 Band Gap 1 Bayesian Optimization 1 CCG Supertagging 1 Chart Question Answering 1 Chinese Reading Comprehension 1 Clustering Algorithms Evaluation 1 Common Sense Reasoning 1 Conditional Text Generation 1 ContextNER 1 Continual Learning 1 Conversational Response Selection 1 Cross-Lingual Question Answering 1 Cross-Modal Retrieval 1 Dialogue Evaluation 1 Disaster Response 1 Disentanglement 1 Document Summarization 1 Entity Disambiguation 1 Entity Typing 1 Event Extraction 1 Explanation Generation 1 Extended Summarization 1 Face Clustering 1 Fact Verification 1 Few-Shot Learning 1 Formation Energy 1 Generative Question Answering 1 Graph Question Answering 1 Graph Reconstruction 1 Graph Sampling 1 Graph Similarity 1 Graphon Estimation 1 Hyperparameter Optimization 1 Image Captioning 1 Image Generation 1 Indoor Scene Reconstruction 1 Indoor Scene Synthesis 1 Intent Detection 1 Jet Tagging 1 Joint Entity and Relation Extraction 1 Key Information Extraction 1 Lexical Analysis 1 Link Property Prediction 1 Logical Reasoning 1 Malware Detection 1 Malware Family Detection 1 Malware Type Detection 1 Math Word Problem Solving 1 Medical Named Entity Recognition 1 Medical Relation Extraction 1 Molecule Captioning 1 Multi-Domain Recommender Systems 1 Multi-Modal Document Classification 1 Multi-agent Reinforcement Learning 1 Multi-hop Question Answering 1 Multimodal Reasoning 1 Multimodal Text Prediction 1 Natural Language Understanding 1 Natural Questions 1 Network Pruning 1 Neural Architecture Search 1 News Generation 1 News Recommendation 1 Node Property Prediction 1 Ontology Matching 1 Open Knowledge Graph Embedding 1 Open-Domain Dialog 1 Open-Domain Question Answering 1 Parameter Prediction 1 Paraphrase Identification 1 Passage Retrieval 1 Plan2Scene 1 Point Cloud Classification 1 Point Cloud Generation 1 Probing Language Models 1 Program Synthesis 1 Question Generation 1 Reading Comprehension 1 Relation Classification 1 Relation Linking 1 Relational Reasoning 1 Response Generation 1 Review Generation 1 Robot Task Planning 1 Sarcasm Detection 1 Scene Graph Generation 1 Scientific Concept Extraction 1 Self-Supervised Learning 1 Semantic Frame Parsing 1 Semantic Role Labeling 1 Semi-Supervised Image Classification 1 Semi-Supervised Text Classification 1 Sentence Classification 1 Sequence-to-sequence Language Modeling 1 Sequential Recommendation 1 Skeleton Based Action Recognition 1 Slot Filling 1 Spoken Language Understanding 1 Stance Detection 1 Steiner Tree Problem 1 Stochastic Optimization 1 Temporal Information Extraction 1 Temporal Relation Classification 1 Text-based de novo Molecule Generation 1 Time Series Forecasting 1 Time-interval Prediction 1 Timex normalization 1 Topic Classification 1 Total Magnetization 1 Traffic Accident Detection 1 Trajectory Prediction 1 Travel Time Estimation 1 Unsupervised KG-to-Text Generation 1 Visual Dialog 1 Wildly Unsupervised Domain Adaptation 1 Zero-shot Slot Filling 1 named-entity-recognition 1 regression 1 tabular-regression 1 text-based games 1

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