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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
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Papers (including subtopics)

Lightweight Yet Fine-Grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-Account Sequential Recommendation AAAI 2025 ‘... like a needle in a haystack”: Annotation and Classification of Comparative Statements NAACL 2025 Like an Ophthalmologist: Dynamic Selection Driven Multi-View Learning for Diabetic Retinopathy Grading AAAI 2025 Likelihood Variance as Text Importance for Resampling Texts to Map Language Models EMNLP 2025 LILaC: Late Interacting in Layered Component Graph for Open-domain Multimodal Multihop Retrieval EMNLP 2025 LIM: Large Interpolator Model for Dynamic Reconstruction CVPR 2025 LiMoE: Mixture of LiDAR Representation Learners from Automotive Scenes CVPR 2025 Linear combinations of latents in generative models: subspaces and beyond ICLR 2025 Linear Convergence of Diffusion Models Under the Manifold Hypothesis COLT 2025 Linear cost and exponentially convergent approximation of Gaussian Matérn processes on intervals JMLR 2025 Linear Decoding of Morphology Relations in Language Models (Student Abstract) AAAI 2025 Linear Hypothesis Testing in High-Dimensional Expected Shortfall Regression with Heavy-Tailed Errors JMLR 2025 Linear Partial Gromov-Wasserstein Embedding ICLR 2025 Linear Relational Decoding of Morphology in Language Models NAACL 2025 Linear Representations of Political Perspective Emerge in Large Language Models ICLR 2025 Linear Separation Capacity of Self-Supervised Representation Learning JMLR 2025 Linear Transformer Topological Masking with Graph Random Features ICLR 2025 LingGym: How Far Are LLMs from Thinking Like Field Linguists? EMNLP 2025 LinguAIsts@DravidianLangTech 2025: Abusive Tamil and Malayalam Text targeting Women on Social Media NAACL 2025 Linguistically-Controlled Paraphrase Generation EMNLP 2025 Linguistic Analysis of Veteran Job Interviews to Assess Effectiveness in Translating Military Expertise to the Civilian Workforce NAACL 2025 Linguistic and Embedding-Based Profiling of Texts Generated by Humans and Large Language Models EMNLP 2025 Linking Industry Sectors and Financial Statements: A Hybrid Approach for Company Classification AAAI 2025 Link to the Past: Temporal Propagation for Fast 3D Human Reconstruction from Monocular Video CVPR 2025 LionGuard 2: Building Lightweight, Data-Efficient & Localised Multilingual Content Moderators EMNLP 2025