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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)

RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs ACL 2025 ROME is Forged in Adversity: Robust Distilled Datasets via Information Bottleneck ICML 2025 ROSA: Reconstructing Object Shape and Appearance Textures by Adaptive Detail Transfer WACV 2025 Rotation-Equivariant Self-Supervised Method in Image Denoising CVPR 2025 Rotation Invariant Spatial Networks for Single-View Point Cloud Classification IJCAI 2025 ROTI-GCV: Generalized Cross-Validation for right-ROTationally Invariant Data AISTATS 2025 RoToR: Towards More Reliable Responses for Order-Invariant Inputs ACL 2025 RouterRetriever: Routing over a Mixture of Expert Embedding Models AAAI 2025 RSCF: Relation-Semantics Consistent Filter for Entity Embedding of Knowledge Graph ACL 2025 RSSN at SemEval-2025 Task 11: Optimizing Multi-Label Emotion Detection with Transformer-Based Models and Threshold Tuning SemEval 2025 RTE-GMoE: A Model-agnostic Approach for Relation Triplet Extraction via Graph-based Mixture-of-Expert Mutual Learning EMNLP 2025 R-TOFU: Unlearning in Large Reasoning Models EMNLP 2025 RUAccent: Advanced System for Stress Placement in Russian with Homograph Resolution COLING 2025 Rubic2: Ensemble Model for Russian Lemmatization ACL 2025 Rubric-Constrained Figure Skating Scoring WACV 2025 RUBY: An Effective Framework for Multi-Constraint Multi-Hop Question Generation ACL 2025 RuCCoD: Towards Automated ICD Coding in Russian EMNLP 2025 RUC Team at SemEval-2025 Task 5: Fast Automated Subject Indexing: A Method Based on Similar Records Matching and Related Subject Ranking SemEval 2025 Run Like a Neural Network, Explain Like k-Nearest Neighbor IJCAI 2025 S²DN: Learning to Denoise Unconvincing Knowledge for Inductive Knowledge Graph Completion AAAI 2025 S2Gaussian: Sparse-View Super-Resolution 3D Gaussian Splatting CVPR 2025 S2WTM: Spherical Sliced-Wasserstein Autoencoder for Topic Modeling ACL 2025 S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving WACV 2025 S3 - Semantic Signal Separation ACL 2025 S4M: S4 for multivariate time series forecasting with Missing values ICLR 2025