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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
'10
'15
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'25

Papers (including subtopics)

SL2A-INR: Single-Layer Learnable Activation for Implicit Neural Representation ICCV 2025 SLACE: A Monotone and Balance-Sensitive Loss Function for Ordinal Regression AAAI 2025 SlavicNLP 2025 Shared Task: Detection and Classification of Persuasion Techniques in Parliamentary Debates and Social Media ACL 2025 Sliced Wasserstein Bridge for Open-Vocabulary Video Instance Segmentation ICCV 2025 SLiNT: Structure-aware Language Model with Injection and Contrastive Training for Knowledge Graph Completion EMNLP 2025 SLRL: Semi-Supervised Local Community Detection Based on Reinforcement Learning AAAI 2025 SLR-MVTC: Smooth Low-Rank Multi-View Tensor Clustering AAAI 2025 SMAFIRA Shared Task at the BioNLP’2025 Workshop: Assessing the Similarity of the Research Goal ACL 2025 Small Encoders Can Rival Large Decoders in Detecting Groundedness ACL 2025 Small Language Model Makes an Effective Long Text Extractor AAAI 2025 Small Language Models Also Work With Small Vocabularies: Probing the Linguistic Abilities of Grapheme- and Phoneme-Based Baby Llamas COLING 2025 Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition EMNLP 2025 SmartCal: A Novel Automated Approach to Classifier Probability Calibration AutoML 2025 SmartCLIP: Modular Vision-language Alignment with Identification Guarantees CVPR 2025 Smart Motor: A Low-Cost Hardware and Software Toolkit for Introducing Supervised Machine Learning to Elementary School Students AAAI 2025 SMEC:Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression EMNLP 2025 SmolLab_SEU at BEA 2025 Shared Task: A Transformer-Based Framework for Multi-Track Pedagogical Evaluation of AI-Powered Tutors ACL 2025 Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation AAAI 2025 SMP-Attack: Boosting the Transferability of Feature Importance-based Adversarial Attack with Semantics-aware Multi-granularity Patchout ICCV 2025 SNAP: Semantic Stories for Next Activity Prediction AAAI 2025 SNAP: Sequential Non-Ancestor Pruning for Targeted Causal Effect Estimation With an Unknown Graph AISTATS 2025 Sneaking Syntax into Transformer Language Models with Tree Regularization NAACL 2025 SocialEval: Evaluating Social Intelligence of Large Language Models ACL 2025 Social Good or Scientific Curiosity? Uncovering the Research Framing Behind NLP Artefacts EMNLP 2025 Social Hatred: Efficient Multimodal Detection of Hatemongers ACL 2025