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Core Methods

51,083 papers (8 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Representation Learning (22,308) Classification (15,497) Regression (5,281) Clustering (3,809) Embedding Learning (3,795) Metric Learning (2,938) Graph Neural Networks (1,211) Graphical Models (1,093) Feature Learning (891) Kernel Methods (795) Dimensionality Reduction (780) Interpretability (512) Feature Selection (511) Matrix Factorization (408) Ranking (315) Ensemble Methods (300) Support Vector Machine (295) Anomaly Detection (281) Sequence Modeling (244) Structured Prediction (237) Sequence Labeling (157) Topic Modeling (150) Sparse Coding (140) Matrix Completion (131) Neural Networks (114) Retrieval (105) Density Estimation (104) Estimation (83) Inference (56) Decision Tree (50) Feature Extraction (40) Model Selection (39) Prediction (35) Information Extraction (7)

Papers per year

4
51
357
966
4,853
5,823
2000
'5
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'25

Papers (including subtopics)

AEHRC at BioLaySumm 2025: Leveraging T5 for Lay Summarisation of Radiology Reports ACL 2025 Aerodynamic Coefficients Prediction via Cross-Attention Fusion and Physical-Informed Training AAAI 2025 A Family of Distributions of Random Subsets for Controlling Positive and Negative Dependence AISTATS 2025 A Fast Neural Architecture Search Method for Multi-Modal Classification via Knowledge Sharing IJCAI 2025 AfD-CCC: Analyzing the Climate Change Discourse of a German Right-wing Political Party ACL 2025 AFFAKT: A Hierarchical Optimal Transport Based Method for Affective Facial Knowledge Transfer in Video Deception Detection AAAI 2025 Affirm: Interactive Mamba with Adaptive Fourier Filters for Long-term Time Series Forecasting AAAI 2025 AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images AAAI 2025 A Flag Decomposition for Hierarchical Datasets CVPR 2025 A Framework for Fine-Grained Complexity Control in Health Answer Generation ACL 2025 A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records ACL 2025 A Framework for Large-Scale Parallel Corpus Evaluation: Ensemble Quality Estimation Models Versus Human Assessment ACL 2025 AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages NAACL 2025 After the Party: Navigating the Mapping From Color to Ambient Lighting ICCV 2025 A Fully Probabilistic Perspective on Large Language Model Unlearning: Evaluation and Optimization EMNLP 2025 AGCL: Aspect Graph Construction and Learning for Aspect-level Sentiment Classification COLING 2025 A General Adaptive Dual-level Weighting Mechanism for Remote Sensing Pansharpening CVPR 2025 A General Framework for Producing Interpretable Semantic Text Embeddings ICLR 2025 A Generalizable Anomaly Detection Method in Dynamic Graphs AAAI 2025 A Generative Framework for Personalized Sticker Retrieval EMNLP 2025 A Generative Pre-Trained Language Model for Channel Prediction in Wireless Communications Systems EMNLP 2025 Agent-based Automated Claim Matching with Instruction-following LLMs IJCNLP 2025 Agent Workflow Memory ICML 2025 Aggregating Data for Optimal Learning UAI 2025 A Graph-Theoretical Framework for Analyzing the Behavior of Causal Language Models EMNLP 2025