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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)

PALA: Class-imbalanced Graph Domain Adaptation via Prototype-anchored Learning and Alignment IJCAI 2025 PaPaGei: Open Foundation Models for Optical Physiological Signals ICLR 2025 Parameter-Aware Contrastive Knowledge Editing: Tracing and Rectifying based on Critical Transmission Paths ACL 2025 Parameterized Approximation Algorithm for Doubly Constrained Fair Clustering IJCAI 2025 Parametric ρ-Norm Scaling Calibration AAAI 2025 PARAPHRASUS: A Comprehensive Benchmark for Evaluating Paraphrase Detection Models COLING 2025 Pareto-Optimal Fronts for Benchmarking Symbolic Regression Algorithms ICML 2025 ParFam -- (Neural Guided) Symbolic Regression via Continuous Global Optimization ICLR 2025 PARM: Multi-Objective Test-Time Alignment via Preference-Aware Autoregressive Reward Model ICML 2025 ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis AAAI 2025 PARSE: LLM Driven Schema Optimization for Reliable Entity Extraction EMNLP 2025 Partial Colexifications Improve Concept Embeddings ACL 2025 Partial Information Decomposition for Data Interpretability and Feature Selection AISTATS 2025 Partial Label Clustering IJCAI 2025 Partial Order-centered Hyperbolic Representation Learning for Few-shot Relation Extraction COLING 2025 Partial Point Cloud Registration with Multi-view 2D Image Learning AAAI 2025 Particle-Grid Neural Dynamics for Learning Deformable Object Models from RGB-D Videos RSS 2025 Partition First, Embed Later: Laplacian-Based Feature Partitioning for Refined Embedding and Visualization of High-Dimensional Data ICML 2025 Part-Of-Speech Sensitivity of Routers in Mixture of Experts Models COLING 2025 ParZC: Parametric Zero-Cost Proxies for Efficient NAS AAAI 2025 PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis SemEval 2025 PATeam at SemEval-2025 Task 9: LLM-Augmented Fusion for AI-Driven Food Safety Hazard Detection SemEval 2025 PathoHR: Hierarchical Reasoning for Vision-Language Models in Pathology EMNLP 2025 Pathways to Radicalisation: On Research for Online Radicalisation in Natural Language Processing and Machine Learning ACL 2025 PathwiseRAG: Multi-Dimensional Exploration and Integration Framework EMNLP 2025